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Posted to commits@spot.apache.org by le...@apache.org on 2019/09/11 01:39:53 UTC

[incubator-spot] 24/45: New menu on Project website, for Coomunity, includes links to mailing lists, Slack, social media, and Committers directory

This is an automated email from the ASF dual-hosted git repository.

leahy pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-spot.git

commit 3d7ac91ff865cd817183695944facd335796556c
Author: Cesar Berho <ce...@apache.org>
AuthorDate: Tue Mar 28 18:47:02 2017 -0600

    New menu on Project website, for Coomunity, includes links to mailing lists, Slack, social media, and Committers directory
---
 2016/03/index.html                                 |  28 ++-
 2016/08/index.html                                 |  28 ++-
 2016/09/index.html                                 |  28 ++-
 2016/10/index.html                                 |  28 ++-
 {2016 => 2017}/03/index.html                       |  44 +++--
 2017/index.html                                    |   0
 blog/apache-spot-3-most-asked-questions/index.html |  28 ++-
 .../index.html                                     |  28 ++-
 .../feed/index.html                                |  18 ++
 .../index.html                                     |  97 ++++++----
 .../index.html                                     |  28 ++-
 blog/index.html                                    |  54 +++++-
 .../jupyter-notebooks-for-data-analysis/index.html |  28 ++-
 .../index.html                                     |  28 ++-
 category/cybersecurity/index.html                  |  28 ++-
 category/data-science/index.html                   |  28 ++-
 category/ipython-notebooks/index.html              |  28 ++-
 category/security-analytics/index.html             |  28 ++-
 category/threat-analysis-tools/index.html          |  28 ++-
 category/uncategorized/index.html                  |  54 +++++-
 .../ingestion => community/committers}/index.html  | 201 +++++++++++++++------
 .../ingestion => community/contribute}/index.html  | 112 +++++++-----
 .../machine-learning => community}/index.html      | 113 ++++++------
 doc/css/meanmenu.css                               |  63 +++++++
 doc/css/style.css                                  |  66 +++++++
 doc/images/github.png                              | Bin 0 -> 505 bytes
 doc/images/jira.png                                | Bin 0 -> 232 bytes
 doc/images/mail.png                                | Bin 0 -> 2942 bytes
 doc/images/slack_mark_16px.png                     | Bin 0 -> 769 bytes
 doc/images/twitter-icon.png                        | Bin 0 -> 438 bytes
 doc/index.html                                     |  28 ++-
 index.html                                         |  61 +++++--
 library/css/meanmenu.css                           |  63 +++++++
 library/css/style.css                              | 171 +++++++++++++++---
 ...che-Spot-Icon_Cybersecurity-Data-Management.png | Bin 0 -> 1781 bytes
 .../images/Apache-Spot-Icon_Network-Traffic.png    | Bin 0 -> 2118 bytes
 .../Apache-Spot-Icon_Reduction-Mean-Time.png       | Bin 0 -> 1896 bytes
 library/images/Apache-Spot-Icon_Threat-Hunting.png | Bin 0 -> 2233 bytes
 .../blog/2017/03/product-architecture-overview.png | Bin 0 -> 492848 bytes
 library/images/github.png                          | Bin 0 -> 505 bytes
 library/images/jira.png                            | Bin 0 -> 232 bytes
 library/images/mail.png                            | Bin 0 -> 2942 bytes
 library/images/masthead-bg.jpg                     | Bin 431055 -> 264536 bytes
 .../{masthead-bg.jpg => masthead-bg_old.jpg}       | Bin
 library/images/slack_mark_16px.png                 | Bin 0 -> 769 bytes
 library/images/twitter-icon.png                    | Bin 0 -> 438 bytes
 library/js/scripts.js                              |  13 +-
 project-components/ingestion/index.html            |  25 ++-
 project-components/machine-learning/index.html     |  25 ++-
 project-components/open-data-models/index.html     |  25 ++-
 project-components/visualization/index.html        |  25 ++-
 tag/github/index.html                              |  28 ++-
 tag/open-network-insight/index.html                |  28 ++-
 tag/open-source/index.html                         |  28 ++-
 54 files changed, 1315 insertions(+), 419 deletions(-)

diff --git a/2016/03/index.html b/2016/03/index.html
index c8010e3..4c841fb 100755
--- a/2016/03/index.html
+++ b/2016/03/index.html
@@ -57,11 +57,6 @@
     <body class="archive date">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="doc">Documentation</a>
@@ -149,6 +159,9 @@
 						<h4 class="widgettitle">Recent Posts</h4>
 						<ul>
 							<li>
+								<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+							</li>
+							<li>
 								<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 							</li>
 							<li>
@@ -169,6 +182,9 @@
 						<h4 class="widgettitle">Archives</h4>
 						<ul>
 							<li>
+								<a href='../../2017/03/'>March 2017</a>
+							</li>
+							<li>
 								<a href='../../2016/10/'>October 2016</a>
 							</li>
 							<li>
diff --git a/2016/08/index.html b/2016/08/index.html
index d31c9e9..0e77f80 100755
--- a/2016/08/index.html
+++ b/2016/08/index.html
@@ -57,11 +57,6 @@
     <body class="archive date">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -177,6 +187,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -197,6 +210,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/2016/09/index.html b/2016/09/index.html
index 5f456cc..0586461 100755
--- a/2016/09/index.html
+++ b/2016/09/index.html
@@ -57,11 +57,6 @@
     <body class="archive date">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -148,6 +158,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -168,6 +181,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/2016/10/index.html b/2016/10/index.html
index 81993a0..0caaa24 100755
--- a/2016/10/index.html
+++ b/2016/10/index.html
@@ -57,11 +57,6 @@
     <body class="archive date">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/2016/03/index.html b/2017/03/index.html
similarity index 74%
copy from 2016/03/index.html
copy to 2017/03/index.html
index c8010e3..126cb29 100755
--- a/2016/03/index.html
+++ b/2017/03/index.html
@@ -12,7 +12,7 @@
 
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
 
-        <title>March 2016 - Apache Spot</title>
+        <title>March 2017 - Apache Spot</title>
 
         <meta name="HandheldFriendly" content="True">
         <meta name="MobileOptimized" content="320">
@@ -57,11 +57,6 @@
     <body class="archive date">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="doc">Documentation</a>
@@ -111,16 +121,16 @@
 
                     <main id="main" class="m-all t-2of3 d-5of7 cf" role="main" itemscope itemprop="mainContentOfPage" itemtype="http://schema.org/Blog">
 
-                        <h1 class="page-title">Month: March 2016</h1>
+                        <h1 class="page-title">Month: March 2017</h1>
 
-                        <article id="post-62" class="cf post-62 post type-post status-publish format-standard hentry category-security-analytics tag-github tag-open-network-insight tag-open-source" role="article">
+                        <article class="cf post type-post status-publish format-standard hentry category-security-analytics tag-github tag-open-network-insight tag-open-source" role="article">
 
                             <header class="entry-header article-header">
 
-                                <h3 class="h2 entry-title"><a href="../../blog/apache-spot-3-most-asked-questions/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot (Incubating): Three Most-Asked Questions</a></h3>
+                                <h3 class="h2 entry-title"><a href="../../blog/apache-spot-product-architecture-overview/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot Product Architecture Overview</a></h3>
                                 <p class="byline entry-meta vcard">
-                                    <time class="updated entry-time" datetime="2016-03-29" itemprop="datePublished">
-                                        March 29, 2016
+                                    <time class="updated entry-time" datetime="2017-03-27" itemprop="datePublished">
+                                        March 27, 2017
                                     </time>
                                     </span>
                                 </p>
@@ -129,9 +139,7 @@
 
                             <section class="entry-content cf">
 
-                                <p>
-                                    While this is not the first blog post about Apache Spot, it is the first one by a creator of the solution. As a security data scientist in Intel&#8217;s Data Center Group, I joined a small team to start thinking about solving really hard problems in cloud analytics. The team grew, and out of that&#8230; <a class="excerpt-read-more" href="../../blog/apache-spot-3-most-asked-questions/" title="Read Apache Spot: Three Most-Asked Questions">Read more &raquo;</a>
-                                </p>
+                                <p>Data Sources - Spot can directly collect netflow data, DNS data and/or proxy data. This data can be collected also from a SIEM or from a common logging server. Additional data types can be collected using Open Data Model. Any number of data sources can be analyzed using Spot. Because most of these data sources represent a large volume of data, most organizations start with the data source that represents the area of highest risk.&#8230; <a class="excerp [...]
 
                             </section>
 
@@ -149,6 +157,9 @@
 						<h4 class="widgettitle">Recent Posts</h4>
 						<ul>
 							<li>
+								<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+							</li>
+							<li>
 								<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 							</li>
 							<li>
@@ -169,6 +180,9 @@
 						<h4 class="widgettitle">Archives</h4>
 						<ul>
 							<li>
+								<a href='../../2017/03/'>March 2017</a>
+							</li>
+							<li>
 								<a href='../../2016/10/'>October 2016</a>
 							</li>
 							<li>
diff --git a/2017/index.html b/2017/index.html
new file mode 100755
index 0000000..e69de29
diff --git a/blog/apache-spot-3-most-asked-questions/index.html b/blog/apache-spot-3-most-asked-questions/index.html
index 6801d0c..b8b8a89 100755
--- a/blog/apache-spot-3-most-asked-questions/index.html
+++ b/blog/apache-spot-3-most-asked-questions/index.html
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -183,6 +193,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -203,6 +216,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/index.html b/blog/apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/index.html
index e2001d6..32efdf4 100755
--- a/blog/apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/index.html
+++ b/blog/apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/index.html
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -188,6 +198,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -208,6 +221,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/apache-spot-product-architecture-overview/feed/index.html b/blog/apache-spot-product-architecture-overview/feed/index.html
new file mode 100755
index 0000000..f7eab49
--- /dev/null
+++ b/blog/apache-spot-product-architecture-overview/feed/index.html
@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
+	xmlns:content="http://purl.org/rss/1.0/modules/content/"
+	xmlns:dc="http://purl.org/dc/elements/1.1/"
+	xmlns:atom="http://www.w3.org/2005/Atom"
+	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
+	
+	>
+<channel>
+	<title>Comments on: Apache Spot Product Architecture Overview</title>
+	<atom:link href="http://spot.incubator.apache.org/blog/apache-spot-product-architecture-overview/feed/" rel="self" type="application/rss+xml" />
+	<link>http://spot.incubator.apache.org/blog/apache-spot-product-architecture-overview/</link>
+	<description></description>
+	<lastBuildDate></lastBuildDate>
+	<sy:updatePeriod>hourly</sy:updatePeriod>
+	<sy:updateFrequency>1</sy:updateFrequency>
+	
+</channel>
+</rss>
diff --git a/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html b/blog/apache-spot-product-architecture-overview/index.html
similarity index 57%
copy from blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html
copy to blog/apache-spot-product-architecture-overview/index.html
index 7f7a612..8de99c2 100755
--- a/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html
+++ b/blog/apache-spot-product-architecture-overview/index.html
@@ -12,7 +12,7 @@
 
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
 
-        <title>How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights - Apache Spot</title>
+        <title>Apache Spot Product Architecture Overview - Apache Spot</title>
 
         <meta name="HandheldFriendly" content="True">
         <meta name="MobileOptimized" content="320">
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -111,48 +121,55 @@
 
                     <main id="main" class="m-all t-2of3 d-5of7 cf" role="main" itemscope itemprop="mainContentOfPage" itemtype="http://schema.org/Blog">
 
-                        <article id="post-113" class="cf post-113 post type-post status-publish format-standard hentry category-uncategorized" role="article" itemscope itemprop="blogPost" itemtype="http://schema.org/BlogPosting">
+                        <article class="cf post type-post status-publish format-standard hentry category-uncategorized" role="article" itemscope itemprop="blogPost" itemtype="http://schema.org/BlogPosting">
 
                             <header class="article-header entry-header">
 
-                                <h1 class="entry-title single-title" itemprop="headline" rel="bookmark">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</h1>
+                                <h1 class="entry-title single-title" itemprop="headline" rel="bookmark">Apache Spot Product Architecture Overview</h1>
 
                                 <p class="byline entry-meta vcard">
 
-                                    <time class="updated entry-time" datetime="2016-08-08" itemprop="datePublished">
-                                        August 8, 2016
+                                    <time class="updated entry-time" datetime="2017-03-27" itemprop="datePublished">
+                                        March 27, 2017
                                     </time>
                                     </span>
                                 </p>
 
                             </header>
                             <section class="entry-content cf" itemprop="articleBody">
-                                <p>
-                                    About four years ago, the era of the Big Data analytics began. Paired with advanced analytics, massive volumes of data can be culled to not only inform critical decisions, but also to simulate sophisticated “what if” scenarios that allow companies to gain competitive advantages by generating and predicting different scenarios. For example, a financial services company can more accurately determine what other products to offer a customer, and in what or [...]
-                                </p>
-                                <p>
-                                    Apache Spot can help to solve most of these issues. Following is a description of the Apache Spot, which is designed to facilitate Big Data analytics scenarios like the financial services company’s question about the right product to offer customers.
-                                </p>
-                                <a href="../../library/images/ONI_Architecture-Diagram_1300_v4.png"><img src="../../library/images/ONI_Architecture-Diagram_1300_v4.png" alt="oni_architecture-diagram_1300_v4" /></a>
-                                <h3><strong>Apache Spot Core Components</strong></h3>
-                                <p>
-                                    The Apache Spot Core is composed of three main components — data integration (collectors), data store (HDFS here, but can also be a non-SQL database) and machine learning.
-                                </p>
-                                <p>
-                                    In this diagram, the top left shows Apache Spot Data Sources, which include the collection of the information that will be used to create a data lake. The process is simple. Define a pull or push from the source of information then capture this information on Apache Spot’s “collectors.” The collectors are processes that interpret the information that is sent, then write it to the HDFS system in the Apache Spot cluster. The HDFS stores the data lake and [...]
-                                </p>
-                                <h3><strong>Operational Analytics</strong></h3>
-                                <p>
-                                    As part of operational analytics, Apache Spot executes different batch processes that add information to machine learning results to provide meaning and context. Using the financial services product example, basic customer data could be augmented with information about other customers in the same region along with information about which products those customers recommended or complained about. Basically, the data scientists can “play” with the data us [...]
-                                </p>
-                                <h3><strong>Visualizing Results</strong></h3>
-                                <p>
-                                    The Apache Spot GUI displays the results that the machine learning algorithms generate. Results are represented such that it is easy to identify both the most common things as well as find the most suspicious or uncommon information that is part of the data lake.
-                                </p>
-                                <h3><strong>Customizable Open Source</strong></h3>
-                                <p>
-                                    Because Apache Spot is an open-source project, most of the components depicted here can be modified by the end user.
-                                </p>
+                            	<img src="../../library/images/blog/2017/03/product-architecture-overview.png" alt="" />
+                            	<h3>Data Sources</h3>
+								<p>Spot can directly collect netflow data, DNS data and/or proxy data. This data can be collected also from a SIEM or from a common logging server. Additional data types can be collected using Open Data Model. Any number of data sources can be analyzed using Spot. Because most of these data sources represent a large volume of data, most organizations start with the data source that represents the area of highest risk.</p>
+								<h3>Data Storage</h3>
+								<p>Using nfdump for netflow data, TShark for DNS data and a parser for proxy data, the Spot collectors process the information that is sent. This data is ingested into Spot’s HDFS. Once Spot has received 3-4 hours of data, the analysis to detect suspicious connections using machine learning algorithms is performed.</p>
+								
+								<h3>Data Analysis and Machine Learning</h3>
+								<p>The machine learning component of Spot contains routines for performing suspicious connections analyses on netflow, DNS or proxy logs gathered from a network. These analyses consume a collection of network events and produce a list of the events that are considered to be the least probable and most suspicious. They rely on the ingest component of Spot to collect and load netflow, DNS and proxy records.</p>
+								
+								<p>Spot uses topic modeling to discover normal and abnormal behavior. It treats the collection of logs related to an IP as a document and uses Latent Dirichlet Allocation (LDA) to discover hidden semantic structures in the collection of such documents.</p>
+								
+								<p>Spot infers a probabilistic model for the network behavior of each IP address. Each network log entry is assigned an estimated probability (score) by the model. The events with lower scores are flagged as “suspicious” for further analysis.</p>
+								
+								<blockquote>LDA is a generative probabilistic model used for discrete data such as text corpora. LDA is a three- level Bayesian model in which each word of a document is generated from a mixture of an underlying set of topics [1]. We apply LDA to network traffic by converting network log entries into words through aggregation and discretization. In this manner, documents correspond to IP addresses, words to log entries (related to an IP address) and topics to profiles of common n [...]
+								
+								<h3>Analytics</h3>
+								<p>Context is then added to the results generated by machine learning algorithms. The results are enriched, with relocalization and threat reputation for each connection, accelerating the detection of compromise indicators.</p>
+								
+								<h3>Visualization</h3>
+								<p>The top 300 suspicious results are sent to the Spot GUI to visualize. With the Spot GUI, the top suspicious network activity can be reviewed and the user can engage with data right in the browser. The Spot GUI can also be used to execute advanced search or create a storyboard of the security threats. It also takes advantage of latest Web technologies to provide Web Components (ReactJS+Flux), amazing user experience (Bootstrap + D3), data manipulation (IPython notebooks) and ea [...]
+								
+								<h3>New in March 10, 2017 Release</h3>
+								<ul>
+									<li>Use GraphQL to query data from HDFS Parquet files instead of Local File System CSVs files</li>
+									<li>Modify OA module to save data in HDFS instead of CSVs files</li>
+									<li>Create API to get Spot data from HDFS using Impala</li>
+									<li>Modify ML component to read feedback direct from HDFS</li>
+									<li>Database schema change to store spot data</li>
+								</ul>
+								
+								<h3>Coming in Future Releases</h3>
+								<p>In the next releases, Apache Spot will share IoC (suspicious results ranked) with other security tools. Suspicious results scored as a critical can be shared using McAfee Open DXL with the Open Security Controller and/or McAfee ePO to adjust or tune your security policies in real time.</p>
+								<p class="small">[1] Blei, David M., Andrew Y. Ng, and Michael I. Jordan. “Latent Dirichlet Allocation.” Journal of Machine Learning Research 3, no. Jan (2003): 993-1022.</p>
                             </section>
                             <footer class="article-footer">
 
@@ -170,6 +187,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -190,6 +210,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html b/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html
index 7f7a612..b281029 100755
--- a/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html
+++ b/blog/how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/index.html
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
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@@ -79,7 +74,22 @@
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                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
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                                 <a href="../../doc">Documentation</a>
@@ -170,6 +180,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -190,6 +203,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/index.html b/blog/index.html
index a5cbdd4..64a218b 100755
--- a/blog/index.html
+++ b/blog/index.html
@@ -57,11 +57,6 @@
     <body class="blog">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
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-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../community/committers">Project Committers</a></li>
+                                	<li><a href="../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
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                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="http://spot.incubator.apache.org/doc">Documentation</a>
@@ -109,6 +119,32 @@
 
                 <div id="inner-content" class="wrap cf">
                     <main id="main" class="m-all t-2of3 d-5of7 cf" role="main" itemscope itemprop="mainContentOfPage" itemtype="http://schema.org/Blog">
+                    	
+                        <article class="cf post type-post status-publish format-standard hentry category-security-analytics tag-github tag-open-network-insight tag-open-source" role="article">
+
+                            <header class="entry-header article-header">
+
+                                <h3 class="h2 entry-title"><a href="../blog/apache-spot-product-architecture-overview/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot Product Architecture Overview</a></h3>
+                                <p class="byline entry-meta vcard">
+                                    <time class="updated entry-time" datetime="2017-03-27" itemprop="datePublished">
+                                        March 27, 2017
+                                    </time>
+                                    </span>
+                                </p>
+
+                            </header>
+
+                            <section class="entry-content cf">
+
+                                <p>Data Sources - Spot can directly collect netflow data, DNS data and/or proxy data. This data can be collected also from a SIEM or from a common logging server. Additional data types can be collected using Open Data Model. Any number of data sources can be analyzed using Spot. Because most of these data sources represent a large volume of data, most organizations start with the data source that represents the area of highest risk.&#8230; <a class="excerp [...]
+
+                            </section>
+
+                            <footer class="article-footer">
+
+                            </footer>
+
+                        </article>                    	
 
                         <article id="post-149" class="cf post-149 post type-post status-publish format-standard hentry category-uncategorized" role="article">
 
@@ -243,6 +279,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -263,6 +302,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/jupyter-notebooks-for-data-analysis/index.html b/blog/jupyter-notebooks-for-data-analysis/index.html
index 68d8ffd..69b2ea2 100755
--- a/blog/jupyter-notebooks-for-data-analysis/index.html
+++ b/blog/jupyter-notebooks-for-data-analysis/index.html
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -218,6 +228,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -238,6 +251,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/index.html b/blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/index.html
index e15329e..33151e4 100755
--- a/blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/index.html
+++ b/blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/index.html
@@ -57,11 +57,6 @@
     <body class="single single-post">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -159,6 +169,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -179,6 +192,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/cybersecurity/index.html b/category/cybersecurity/index.html
index baccf1d..77669d7 100755
--- a/category/cybersecurity/index.html
+++ b/category/cybersecurity/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/data-science/index.html b/category/data-science/index.html
index c2a2518..e9f2290 100755
--- a/category/data-science/index.html
+++ b/category/data-science/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/ipython-notebooks/index.html b/category/ipython-notebooks/index.html
index 3445cf1..cfb07ca 100755
--- a/category/ipython-notebooks/index.html
+++ b/category/ipython-notebooks/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -148,6 +158,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -168,6 +181,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/security-analytics/index.html b/category/security-analytics/index.html
index 2ac8872..436d11e 100755
--- a/category/security-analytics/index.html
+++ b/category/security-analytics/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -148,6 +158,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -168,6 +181,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/threat-analysis-tools/index.html b/category/threat-analysis-tools/index.html
index 7097759..d882df0 100755
--- a/category/threat-analysis-tools/index.html
+++ b/category/threat-analysis-tools/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/category/uncategorized/index.html b/category/uncategorized/index.html
index e529687..bc1fe9c 100755
--- a/category/uncategorized/index.html
+++ b/category/uncategorized/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -111,6 +121,32 @@
                     <main id="main" class="m-all t-2of3 d-5of7 cf" role="main" itemscope itemprop="mainContentOfPage" itemtype="http://schema.org/Blog">
 
                         <h1 class="page-title">Category: Uncategorized</h1>
+                        
+                        <article class="cf post type-post status-publish format-standard hentry category-security-analytics tag-github tag-open-network-insight tag-open-source" role="article">
+
+                            <header class="entry-header article-header">
+
+                                <h3 class="h2 entry-title"><a href="../../blog/apache-spot-product-architecture-overview/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot Product Architecture Overview</a></h3>
+                                <p class="byline entry-meta vcard">
+                                    <time class="updated entry-time" datetime="2017-03-27" itemprop="datePublished">
+                                        March 27, 2017
+                                    </time>
+                                    </span>
+                                </p>
+
+                            </header>
+
+                            <section class="entry-content cf">
+
+                                <p>Data Sources - Spot can directly collect netflow data, DNS data and/or proxy data. This data can be collected also from a SIEM or from a common logging server. Additional data types can be collected using Open Data Model. Any number of data sources can be analyzed using Spot. Because most of these data sources represent a large volume of data, most organizations start with the data source that represents the area of highest risk.&#8230; <a class="excerp [...]
+
+                            </section>
+
+                            <footer class="article-footer">
+
+                            </footer>
+
+                        </article>                        
 
                         <article id="post-149" class="cf post-149 post type-post status-publish format-standard hentry category-uncategorized" role="article">
 
@@ -176,6 +212,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -196,6 +235,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/project-components/ingestion/index.html b/community/committers/index.html
similarity index 52%
copy from project-components/ingestion/index.html
copy to community/committers/index.html
index 1c2c877..75f46c5 100755
--- a/project-components/ingestion/index.html
+++ b/community/committers/index.html
@@ -12,7 +12,7 @@
 
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
 
-        <title>Ingestion - Apache Spot</title>
+        <title>Committers - Apache Spot</title>
 
         <meta name="HandheldFriendly" content="True">
         <meta name="MobileOptimized" content="320">
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -78,17 +73,32 @@
                             <li id="menu-item-5" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5">
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
-                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130 active">
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li class="active"><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
                             </li>
-                            <li class="menu-item menu-item-has-children active">
+                            <li class="menu-item menu-item-has-children">
                                 <a href="#">Project Components</a>
                                 <ul class="sub-menu">
                                 	<li><a href="../../project-components/open-data-models">Open Data Models</a></li>
-                                	<li class="active"><a href="../../project-components/ingestion">Ingestion</a></li>
+                                	<li><a href="../../project-components/ingestion">Ingestion</a></li>
                                 	<li><a href="../../project-components/machine-learning">Machine Learning</a></li>
                                 	<li><a href="../../project-components/visualization">Visualization</a></li>
                                 </ul>
@@ -104,55 +114,135 @@
             </header>
 
             <div id="mobile-nav"></div>
-
-			<!--
-            <div id="masthead">
-                <div class="wrap cf">
-                    <div class="m-all d-1of2 right-center">
-						<h1>Lorem ispum dolor sit amet, consectetur adipisicing elit</h1>
-                    </div>
-                </div>
-            </div>-->
-
             
             <div id="content">
             	
             	<div class="wrap cf"><!--if page has sidebar, add class "with-sidebar"-->
             		<div class="main">
-            			<h1 class="page-title">Apache Spot Ingestion</h1>
-            			
-            			<p>Apache Spot overcomes the challenge of how to enhance data collection from different sources when most of the time our collectors are sending thousands of events per second overflowing available server resources (CPU, memory).  With Spot, you can ensure service availability near to 100% without losing data. Spot enables a faster, scalable and distributed service when required. Because of its distributed architecture, data loss does not occur when data queuing on the dat [...]
-            			
-            			<p><img src="../../library/images/ingestion.png" alt="" /></p>
-            			
-            			<h3>Inside the Ingest</h3>
-            			
-            			<h4><em>Spot-Collectors</em></h4>
-            			
-            			<p>Daemons running in the background monitor/collect from file system paths. Collectors detect new files generated by network tools or data generated previously and left in the path for its collection. Collectors then translate this data into a human-readable format by using dissection tools, such as nfdump and tshark.</p>
-            			
-            			<p>Once the data is transformed, collectors store the data in HDFS with the original format (for forensics) and in Hive, in Avro-parquet format, so the data can be accessible by SQL queries.</p>
-            			<p>Once a file has been uploaded there two paths are available.</p>
-            			
-            			<ol>
-            				<li>Data size > 1mb: File name and location in HDFS is sent to Kafka.</li>
-            				<li>Data size < 1mb: the data event is sent to Kafka to be processed with Spark Streaming.</li>
-            			</ol>
-            			
-            			<h4><em>Kafka</em></h4>
-            			
-            			<p>A new topic is created for each instance of the ingest process. Partitions are defined by the number of Spot Workers in the ingest.  Kafka stores data sent by the collectors, so the Spot Workers can parse the data.</p>
-            			
-            			<h4><em>Spot Workers</em></h4>
-            			
-            			<p>Just like the collectors, Spot Workers are daemons running in the background subscribed to a specific Kafka topic and partition. The Spot Workers read, parse and store the data in a specific Hive tables that will be consumed by the machine learning algorithm later.</p>
-            			
-            			<p>Currently there are two types of Spot Workers.</p>
-            			
-            			<ol>
-            				<li>Python workers use multithreading to process data with the defined parsers.</li>
-            				<li>Spark-Streaming workers execute a Spark application to read data from Kafka, using spark-streaming context (micro batching).</li>
-            			</ol>          			
+     					<h1>Apache Spot Committers</h1>
+     					<p>Following is a list of current Spot committers.</p>    					
+     					
+						<div class="divTable" style="width: 100%;">
+							<div class="divTableBody">
+								<div class="divTableRow tableHeading">
+									<div class="divTableCell">Username</div>
+									<div class="divTableCell">Name</div>
+									<div class="divTableCell">Role</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">jarcec</div>
+									<div class="divTableCell">Jarek Jarcec Cecho</div>
+									<div class="divTableCell">Mentor</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">brock</div>
+									<div class="divTableCell">Brock Noland</div>
+									<div class="divTableCell">Mentor</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">asavu</div>
+									<div class="divTableCell">Andrei Savu</div>
+									<div class="divTableCell">Mentor</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">umamahesh</div>
+									<div class="divTableCell">Uma Maheswara Rao G</div>
+									<div class="divTableCell">Mentor</div>
+								</div>
+																
+								<div class="divTableRow">
+									<div class="divTableCell">rabarona</div>
+									<div class="divTableCell">Ricardo Barona</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">cesar</div>
+									<div class="divTableCell">Cesar Berho</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">jarcec</div>
+									<div class="divTableCell">Jarek Jarcec Cecho</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">vganji</div>
+									<div class="divTableCell">Sai Ganji</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">ledagl</div>
+									<div class="divTableCell">Leda Gabriela Lima Garza</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">vgonzale</div>
+									<div class="divTableCell">Victor Gonzalez</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">mark</div>
+									<div class="divTableCell">Mark Grover</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell"></div>
+									<div class="divTableCell">Morris Hicks</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">leahy</div>
+									<div class="divTableCell">Austin Leahy</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">ashrith</div>
+									<div class="divTableCell">Ashrith Mekala</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">daortizh</div>
+									<div class="divTableCell">Diego Ortiz</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">sudarshan.rao.p</div>
+									<div class="divTableCell">Sudharshan Rao PakalaSai</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">vsr</div>
+									<div class="divTableCell">Srinivasa Reddy</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">alan</div>
+									<div class="divTableCell">Alan Ross</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">everlosa</div>
+									<div class="divTableCell">Everardo Lopez Sandoval</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell"></div>
+									<div class="divTableCell">Nathan Segerlind</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">solrac901</div>
+									<div class="divTableCell">Carlos Villavicencio</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								<div class="divTableRow">
+									<div class="divTableCell">zrlram</div>
+									<div class="divTableCell">Raffael Marty</div>
+									<div class="divTableCell">PPMC</div>
+								</div>
+								
+							</div>
+						</div>
             			
             		</div>
 
@@ -163,9 +253,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/project-components/ingestion/index.html b/community/contribute/index.html
similarity index 52%
copy from project-components/ingestion/index.html
copy to community/contribute/index.html
index 1c2c877..da80d18 100755
--- a/project-components/ingestion/index.html
+++ b/community/contribute/index.html
@@ -12,7 +12,7 @@
 
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
 
-        <title>Ingestion - Apache Spot</title>
+        <title>Contribute - Apache Spot</title>
 
         <meta name="HandheldFriendly" content="True">
         <meta name="MobileOptimized" content="320">
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -78,17 +73,32 @@
                             <li id="menu-item-5" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5">
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
-                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130 active">
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li class="active"><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
                             </li>
-                            <li class="menu-item menu-item-has-children active">
+                            <li class="menu-item menu-item-has-children">
                                 <a href="#">Project Components</a>
                                 <ul class="sub-menu">
                                 	<li><a href="../../project-components/open-data-models">Open Data Models</a></li>
-                                	<li class="active"><a href="../../project-components/ingestion">Ingestion</a></li>
+                                	<li><a href="../../project-components/ingestion">Ingestion</a></li>
                                 	<li><a href="../../project-components/machine-learning">Machine Learning</a></li>
                                 	<li><a href="../../project-components/visualization">Visualization</a></li>
                                 </ul>
@@ -104,58 +114,77 @@
             </header>
 
             <div id="mobile-nav"></div>
-
-			<!--
-            <div id="masthead">
-                <div class="wrap cf">
-                    <div class="m-all d-1of2 right-center">
-						<h1>Lorem ispum dolor sit amet, consectetur adipisicing elit</h1>
-                    </div>
-                </div>
-            </div>-->
-
             
             <div id="content">
             	
             	<div class="wrap cf"><!--if page has sidebar, add class "with-sidebar"-->
             		<div class="main">
-            			<h1 class="page-title">Apache Spot Ingestion</h1>
-            			
-            			<p>Apache Spot overcomes the challenge of how to enhance data collection from different sources when most of the time our collectors are sending thousands of events per second overflowing available server resources (CPU, memory).  With Spot, you can ensure service availability near to 100% without losing data. Spot enables a faster, scalable and distributed service when required. Because of its distributed architecture, data loss does not occur when data queuing on the dat [...]
+            			<h1 class="page-title">Proposed Apache-Spot (incubating) Commit Workflow</h1>
             			
-            			<p><img src="../../library/images/ingestion.png" alt="" /></p>
+            			<p><strong>NOTE: Most of this guide is based on ASF Documentation.</strong></p>
             			
-            			<h3>Inside the Ingest</h3>
+            			<p>This guide is meant to provide a workflow for committers of Apache Spot. The proposed workflow is for using git with apache-spot codebase.</p>
             			
-            			<h4><em>Spot-Collectors</em></h4>
+            			<p>Depending the nature of the change two different approaches can be used to commit to Apache Spot: <strong>Individual Push</strong> or <strong>Topic Branding</strong>.</p>
             			
-            			<p>Daemons running in the background monitor/collect from file system paths. Collectors detect new files generated by network tools or data generated previously and left in the path for its collection. Collectors then translate this data into a human-readable format by using dissection tools, such as nfdump and tshark.</p>
+            			<h3 class="center" style="margin-top:35px;">Individual Push (most commonly used by the community):</h3>
+        			
+            			<p><img src="../../library/images/individual-push.png" alt="" /></p>
             			
-            			<p>Once the data is transformed, collectors store the data in HDFS with the original format (for forensics) and in Hive, in Avro-parquet format, so the data can be accessible by SQL queries.</p>
-            			<p>Once a file has been uploaded there two paths are available.</p>
+            			<p><strong>Steps:</strong></p>
             			
             			<ol>
-            				<li>Data size > 1mb: File name and location in HDFS is sent to Kafka.</li>
-            				<li>Data size < 1mb: the data event is sent to Kafka to be processed with Spark Streaming.</li>
+            				<li>For the Github repository at <a href="https://github.com/apache/incubator-spot" target="_blank">https://github.com/apache/incubator-spot</a> if you haven't already. For more information about Fork please go to: <a href="https://help.github.com/articles/fork-a-repo/" target="_blank">https://help.github.com/articles/fork-a-repo/</a></li>
+            				<li>Clone your fork, create a new branch named after a Jira issue (i.e. <strong>spot-100</strong>).</li>
+            				<li>Push commits to your local branch.</li>
+            				<li>Test it!!!</li>
+            				<li>Create a pull request (PR) against the upstream repo (master) of apache-spot. For more information about how to create a pull request please go to: <a href="https://help.github.com/articles/about-pull-requests/" target="_blank">https://help.github.com/articles/about-pull-requests/</a>.</li>
+            				<li>Wait for the maintainers to review your PR.</li>
             			</ol>
             			
-            			<h4><em>Kafka</em></h4>
+            			<h3 class="center" style="margin-top:35px;">Topic Branching (upstream)</h3>
             			
-            			<p>A new topic is created for each instance of the ingest process. Partitions are defined by the number of Spot Workers in the ingest.  Kafka stores data sent by the collectors, so the Spot Workers can parse the data.</p>
+            			<p>What are a topic branches?</p>
             			
-            			<h4><em>Spot Workers</em></h4>
+            			<blockquote>According to the git definition: "<em>A topic branch is a short-lived branch that you create and use for a single particular feature or related work.</em>" (<a href="https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows#Topic-Branches" target="_blank">https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows#Topic-Branches</a>)</blockquote>
             			
-            			<p>Just like the collectors, Spot Workers are daemons running in the background subscribed to a specific Kafka topic and partition. The Spot Workers read, parse and store the data in a specific Hive tables that will be consumed by the machine learning algorithm later.</p>
+            			<p>Sometimes a new major feature will have dependencies between modules or developers that can't be separated into individual pushes, when this happens, a topic branch will be created to deliver the complete functionality before the merge with the upstream (encapsulated dev enviroment).</p>
             			
-            			<p>Currently there are two types of Spot Workers.</p>
+            			<p>In order to create a topic branch, three requirements are needed:</p>
             			
             			<ol>
-            				<li>Python workers use multithreading to process data with the defined parsers.</li>
-            				<li>Spark-Streaming workers execute a Spark application to read data from Kafka, using spark-streaming context (micro batching).</li>
-            			</ol>          			
+            				<li>A design document must be uploaded using Jira. This design must be approved by the maintainers.</li>
+            				<li>A voting process will be required to approve the topic branch creation, at least 3 maintainers need to approve it.</li>
+            				<li>A commitment to delete the branch after merging it into the upstream branch must be done. The topic branch should only exist while the work is still in progress.</li>
+            			</ol>
             			
+            			<p>A meaningful name must be given to the branch. It is recommended to use JIRA issue created with the design document to link the branch.</p>
+            			
+            			<p><img src="../../library/images/topic-branching.png" alt="" /></p>
+            			
+            			<p><strong>IMPORTANT: There shouldn't be a push without a Jira created previously</strong></p>
+            			
+            			<h3>Approvals and Voting Process:</h3>
+            			
+            			<blockquote>
+            				<p>For code-modification, +1 votes are in favor of the proposal, but -1 votes are <u>vetos</u> and kill the proposal dead until all vetoers withdraw their -1 votes.</p> 
+            				
+            				<p>Unless a vote has been declared as using <u>lazy consensus</u>, three +1 votes are required for a code-modification proposal to pass.</p>
+            				
+            				<p>Whole numbers are recommended for this type of vote, as the opinion being expressed is Boolean: 'I approve/do not approve of this change.'</p>
+            				
+            				<p><strong>Source: <a href="http://apache.org/foundation/voting.html" target="_blank">http://apache.org/foundation/voting.html</a></strong></p>
+        				</blockquote>
+        				
+        				<h3>Useful links:</h3>
+        				
+        				<ul>
+        					<li><a href="https://www.apache.org/foundation/glossary.html" target="_blank">https://www.apache.org/foundation/glossary.html</a></li>
+        					<li><a href="http://www.apache.org/dev/committers" target="_blank">http://www.apache.org/dev/committers</a></li>
+        					<li><a href="http://www.apache.org/dev/git.html" target="_blank">http://www.apache.org/dev/git.html</a></li>
+        					<li><a href="http://www.apache.org/dev/writable-git" target="_blank">http://www.apache.org/dev/writable-git</a></li>
+        				</ul>
             		</div>
-
             	</div>
             	
             </div>
@@ -163,9 +192,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/project-components/machine-learning/index.html b/community/index.html
similarity index 51%
copy from project-components/machine-learning/index.html
copy to community/index.html
index 2224750..b24afca 100755
--- a/project-components/machine-learning/index.html
+++ b/community/index.html
@@ -12,35 +12,35 @@
 
         <meta http-equiv="X-UA-Compatible" content="IE=edge">
 
-        <title>Machine Learning - Apache Spot</title>
+        <title>Community - Apache Spot</title>
 
         <meta name="HandheldFriendly" content="True">
         <meta name="MobileOptimized" content="320">
         <meta name="viewport" content="width=device-width, initial-scale=1"/>
 
-        <link rel="apple-touch-icon" href="../../library/images/apple-touch-icon.png">
-        <link rel="icon" href="../../favicon.png">
+        <link rel="apple-touch-icon" href="../library/images/apple-touch-icon.png">
+        <link rel="icon" href="../favicon.png">
         <!--[if IE]>
         <link rel="shortcut icon" href="http://spot.incubator.apache.org/favicon.ico">
         <![endif]-->
         <meta name="msapplication-TileColor" content="#f01d4f">
-        <meta name="msapplication-TileImage" content="../../library/images/win8-tile-icon.png">
+        <meta name="msapplication-TileImage" content="../library/images/win8-tile-icon.png">
         <meta name="theme-color" content="#121212">
 
         <link rel='dns-prefetch' href='//fonts.googleapis.com' />
         <link rel='dns-prefetch' href='//s.w.org' />
-        <link rel="alternate" type="application/rss+xml" title="Apache Spot &raquo; Feed" href="../../feed/" />
+        <link rel="alternate" type="application/rss+xml" title="Apache Spot &raquo; Feed" href="../feed/" />
 
         <link rel='stylesheet' id='googleFonts-css'  href='http://fonts.googleapis.com/css?family=Lato%3A400%2C700%2C400italic%2C700italic' type='text/css' media='all' />
-        <link rel='stylesheet' id='bones-stylesheet-css'  href='../../library/css/style.css' type='text/css' media='all' />
+        <link rel='stylesheet' id='bones-stylesheet-css'  href='../library/css/style.css' type='text/css' media='all' />
         <!--[if lt IE 9]>
         <link rel='stylesheet' id='bones-ie-only-css'  href='http://spot.incubator.apache.org/library/css/ie.css' type='text/css' media='all' />
         <![endif]-->
-        <link rel='stylesheet' id='mm-css-css'  href='../../library/css/meanmenu.css' type='text/css' media='all' />
-        <script type='text/javascript' src='../../library/js/libs/modernizr.custom.min.js'></script>
+        <link rel='stylesheet' id='mm-css-css'  href='../library/css/meanmenu.css' type='text/css' media='all' />
+        <script type='text/javascript' src='../library/js/libs/modernizr.custom.min.js'></script>
         <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.1.1/jquery.min.js"></script>
-        <script type='text/javascript' src='../../library/js/jquery-migrate.min.js'></script>
-        <script type='text/javascript' src='../../library/js/jquery.meanmenu.js'></script>
+        <script type='text/javascript' src='../library/js/jquery-migrate.min.js'></script>
+        <script type='text/javascript' src='../library/js/jquery.meanmenu.js'></script>
 
 		<script>
 		  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
@@ -57,17 +57,12 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
 
                     <p id="logo" class="h1" itemscope itemtype="http://schema.org/Organization">
-                        <a href="http://spot.incubator.apache.org/" rel="nofollow"><img src="../../library/images/logo.png" alt="Apache Spot" /></a>
+                        <a href="http://spot.incubator.apache.org/" rel="nofollow"><img src="../library/images/logo.png" alt="Apache Spot" /></a>
                     </p>
 
                     <nav>
@@ -78,23 +73,38 @@
                             <li id="menu-item-5" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5">
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
-                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130 active">
+                                <a href="../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li class="active"><a href="../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../community/committers">Project Committers</a></li>
+                                	<li><a href="../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
-                                <a href="../../doc">Documentation</a>
+                                <a href="../doc">Documentation</a>
                             </li>
-                            <li class="menu-item menu-item-has-children active">
+                            <li class="menu-item menu-item-has-children">
                                 <a href="#">Project Components</a>
                                 <ul class="sub-menu">
-                                	<li><a href="../../project-components/open-data-models">Open Data Models</a></li>
-                                	<li><a href="../../project-components/ingestion">Ingestion</a></li>
-                                	<li class="active"><a href="../../project-components/machine-learning">Machine Learning</a></li>
-                                	<li><a href="../../project-components/visualization">Visualization</a></li>
+                                	<li><a href="../project-components/open-data-models">Open Data Models</a></li>
+                                	<li><a href="../project-components/ingestion">Ingestion</a></li>
+                                	<li><a href="../project-components/machine-learning">Machine Learning</a></li>
+                                	<li><a href="../project-components/visualization">Visualization</a></li>
                                 </ul>
                             </li>
                             <li id="menu-item-13" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-13">
-                                <a href="../../blog">Blog</a>
+                                <a href="../blog">Blog</a>
                             </li>
                         </ul>
                     </nav>
@@ -104,36 +114,34 @@
             </header>
 
             <div id="mobile-nav"></div>
-
-			<!--
-            <div id="masthead">
-                <div class="wrap cf">
-                    <div class="m-all d-1of2 right-center">
-						<h1>Lorem ispum dolor sit amet, consectetur adipisicing elit</h1>
-                    </div>
-                </div>
-            </div>-->
-
             
             <div id="content">
             	
             	<div class="wrap cf"><!--if page has sidebar, add class "with-sidebar"-->
             		<div class="main">
-            			<h1 class="page-title">Apache Spot Machine Learning</h1>
-            			            			
-            			<p>The machine learning component of Apache Spot contains routines for performing suspicious connections analyses on netflow, DNS or proxy logs gathered from a network. These analyses consume a collection of network events and produce a list of the events that are considered to be the least probable, and these are consider the most suspicious.  They rely on the ingest component of Spot to collect and load netflow, DNS, and proxy records.</p>
-            			
-            			<p>Apache Spot uses topic modeling to discover normal and abnormal behavior. It treats the collection of logs related to an IP as a document and uses Latent Dirichlet Allocation (LDA) to discover hidden semantic structures in the collection of such documents.   </p>
-            			
-            			<p>LDA is a generative probabilistic model used for discrete data, such as text corpora. LDA is a three-level Bayesian model in which each word of a document is generated from a mixture of an underlying set of topics [1]. We apply LDA to network traffic by converting network log entries into words through aggregation and discretization. In this manner, documents correspond to IP addresses, words to log entries (related to an IP address) and topics to profiles of common net [...]
-            			
-            			<p><img src="../../library/images/machine-learning.png" alt="" /></p>
-            			
-            			<p>Apache Spot infers a probabilistic model for the network behavior of each IP address. Each network log entry is assigned an estimated probability (score) by the model. The events with lower scores are flagged as “suspicious” for further analysis.</p>
-
-						<p class="citation">[1] Blei, David M., Andrew Y. Ng, and Michael I. Jordan. "Latent dirichlet allocation." Journal of machine Learning research 3, no. Jan (2003): 993-1022.</p>
-            		</div>
+					<h1>Apache Spot Mailing Lists and Chat Rooms</h1>
+					<p>Get help using Spot or contribute to the project on our mailing lists or our chat room:</p>
+					 
+					<ul>
+						<li><a href="mailto:user@spot.apache.org">user@spot.apache.org</a> (<a href="mailto:user-subscribe@spot.incubator.apache.org">subscribe</a>) (<a href="mailto:user-unsubscribe@spot.incubator.apache.org">unsubscribe</a>) (archives) - for usage questions, help, and announcements.</li>
+						<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Spot Slack channel</a> - where many Spot developers and users hang out to answer questions and chat.</li>
+					</ul> 				
+								 
+					<strong>Developer mailing lists</strong>
+					<ul>
+						<li><a href="mailto:dev@spot.incubator.apache.org">dev@spot.incubator.apache.org</a> (<a href="mailto:dev-subscribe@spot.incubator.apache.org">subscribe</a>) (<a href="mailto:dev-unsubscribe@spot.incubator.apache.org">unsubscribe</a>) (<a href="http://mail-archives.apache.org/mod_mbox/spot-dev/" target="_blank">archives</a>) - for people who want to contribute code to Spot.</li>
+						<li><a href="mailto:issues@spot.incubator.apache.org">issues@spot.incubator.apache.org</a> (<a href="mailto:issues-subscribe@spot.incubator.apache.org">subscribe</a>) (<a href="mailto:issues-unsubscribe@spot.incubator.apache.org">unsubscribe</a>) (<a href="http://mail-archives.apache.org/mod_mbox/spot-issues/" target="_blank">archives</a>) - receives an email notification for all ticket updates made in the Spot JIRA issue tracker.</li>
+						<li><a href="mailto:commits@spot.incubator.apache.org">commits@spot.incubator.apache.org</a> (<a href="mailto:commits-subscribe@spot.incubator.apache.org">subscribe</a>) (<a href="mailto:commits-subscribe@spot.incubator.apache.org">unsubscribe</a>) (<a href="http://mail-archives.apache.org/mod_mbox/incubator-spot-commits/" target="_blank">archives</a>) - receives an email notification of all code changes to the Spot Git repository.</li>
+					</ul>				 			
+					 
+					<strong>Other developer resources</strong>
+					<ul>
+						<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">GitHub</a></li>
+						<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+					</ul>
 					
+            		</div>
+
             	</div>
             	
             </div>
@@ -141,15 +149,12 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
                     </p>
 
-                    <p style="margin-top:50px;"><img src="../../library/images/apache-incubator.png" alt="Apache Incubator" />
+                    <p style="margin-top:50px;"><img src="../library/images/apache-incubator.png" alt="Apache Incubator" />
                     </p>
 
                     <p class="disclaimer">
@@ -176,7 +181,7 @@
 
         </div>
 		<a href="#0" class="cd-top">Top</a>
-        <script type='text/javascript' src='../../library/js/scripts.js'></script>
+        <script type='text/javascript' src='../library/js/scripts.js'></script>
 
     </body>
 
diff --git a/doc/css/meanmenu.css b/doc/css/meanmenu.css
index 3cf6e41..390797e 100755
--- a/doc/css/meanmenu.css
+++ b/doc/css/meanmenu.css
@@ -168,3 +168,66 @@ a.meanmenu-reveal {
 .mean-remove {
 	display: none !important;
 }
+
+
+.mean-container .mean-nav ul li ul.sub-menu.com-sm li.dropmenu-head {
+    display: block;
+    float: left;
+    width: 90%;
+    padding: 1em 5%;
+    margin: 0;
+    text-align: left;
+    color: #0b0b0b;
+    border-bottom:1px solid rgba(255,255,255,0.8);
+    border-top: 1px solid rgba(255,255,255,0.8);
+    text-decoration: none;
+    text-transform: uppercase;
+}
+.mean-container .mean-nav .slack {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .github {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .jira {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .mail {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .twitter-icon {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .slack:hover {
+	background:rgba(255,255,255,.1) url('../images/slack_mark_16px.png') no-repeat;
+}
+.mean-container .mean-nav .github:hover {
+	background:rgba(255,255,255,.1) url('../images/github.png') no-repeat;
+}
+.mean-container .mean-nav .jira:hover {
+	background:rgba(255,255,255,.1) url('../images/jira.png') no-repeat;
+}
+.mean-container .mean-nav .mail:hover {
+	background:rgba(255,255,255,.1) url('../images/mail.png') no-repeat;
+}
+.mean-container .mean-nav .twitter-icon:hover {
+	background:rgba(255,255,255,.1) url('../images/twitter-icon.png') no-repeat;
+}
+
+@media only screen and (min-width:768px) {
+	.mean-container .mean-nav .slack {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .github {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .jira {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .mail {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .twitter-icon {
+		background-position:left 7% center !important;
+	}
+}
diff --git a/doc/css/style.css b/doc/css/style.css
index cc9fcdd..ca843b0 100755
--- a/doc/css/style.css
+++ b/doc/css/style.css
@@ -303,6 +303,27 @@ img { max-width: 100%; height: auto; }
 
 .orange-bold {color:#c97644;font-weight:bold;font-style:italic;}
#configuration .orange-bold {margin-bottom:10px;}
 .short-mrg {margin-bottom:10px;}
+
+.slack {
+	background:url('../images/slack_mark_16px.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.github {
+	background:url('../images/github.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.mail {
+	background:url('../images/mail.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.jira {
+	background:url('../images/jira.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.twitter-icon {
+	background:url('../images/twitter-icon.png') no-repeat 0 center;
+	padding-left:21px;
+}
 /*********************
 LAYOUT
 *********************/
@@ -535,6 +556,51 @@ table.configuration.config2 tr td:nth-child(2) {font-size:9.5pt !important;}
   .cd-top { height: 60px; width: 60px; right: 30px;bottom: 30px; }    
   .nav li a { padding: .75em 1.6em; }
   .nav li:last-child a {padding-right:0;}
+.nav li ul.sub-menu.com-sm li a {
+	border-bottom:none;
+}
+ .dropmenu-head {
+ 	float: none;
+	border-right: 0;
+	display: block;
+	width: 235px;
+	text-transform:uppercase;
+	color:#666;
+	padding:0 10px 0 15px;
+	border-bottom:none;
+	font-size:.95em;
+}
+.sub-menu.com-sm .dropmenu-head:first-child {
+	padding-top:10px;
+}
+.sub-menu.com-sm .mail,
+.sub-menu.com-sm .slack,
+.sub-menu.com-sm .github,
+.sub-menu.com-sm .twitter-icon,
+.sub-menu.com-sm .jira {
+	background-position:left 15px center;
+}
+.nav li ul.sub-menu.com-sm li .mail,
+.nav li ul.sub-menu.com-sm li .slack,
+.nav li ul.sub-menu.com-sm li .github,
+.nav li ul.sub-menu.com-sm li .twitter-icon,
+.nav li ul.sub-menu.com-sm li .jira {
+	padding-left:40px;
+}
+.sub-menu.com-sm li a {
+	padding:5px 10px 5px 25px;
+}
+li.divider {
+	border-bottom:1px solid #ccc;
+	width:100%;
+	margin:10px 0 !important;
+}
+.nav li ul.sub-menu.com-sm li {
+	margin-bottom:0;
+}
+.nav li ul.sub-menu.com-sm li a {
+	padding-left:15px;
+}
   #masthead .wrap {min-height:360px;display: flex;  justify-content: flex-end;  align-items: center;  align-content: flex-end;text-align:right;}  
   .cbp-spmenu {position:fixed;}
 
diff --git a/doc/images/github.png b/doc/images/github.png
new file mode 100755
index 0000000..2d4c151
Binary files /dev/null and b/doc/images/github.png differ
diff --git a/doc/images/jira.png b/doc/images/jira.png
new file mode 100755
index 0000000..89a1b7b
Binary files /dev/null and b/doc/images/jira.png differ
diff --git a/doc/images/mail.png b/doc/images/mail.png
new file mode 100755
index 0000000..3c3f9a5
Binary files /dev/null and b/doc/images/mail.png differ
diff --git a/doc/images/slack_mark_16px.png b/doc/images/slack_mark_16px.png
new file mode 100755
index 0000000..13afbc5
Binary files /dev/null and b/doc/images/slack_mark_16px.png differ
diff --git a/doc/images/twitter-icon.png b/doc/images/twitter-icon.png
new file mode 100755
index 0000000..bed6f43
Binary files /dev/null and b/doc/images/twitter-icon.png differ
diff --git a/doc/index.html b/doc/index.html
index 2bfaeef..5c09b0d 100755
--- a/doc/index.html
+++ b/doc/index.html
@@ -58,9 +58,24 @@
 	                            <li class="menu-item">
 	                                <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
 	                            </li>
-	                            <li class="menu-item">
-	                                <a href="../contribute">Contribute</a>
-	                            </li>
+	                            <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
+	                                <a href="../community">Community</a>
+	                                <ul class="sub-menu com-sm">
+	                                	<li class="dropmenu-head">Get in Touch</li>
+	                                	<li><a href="../community" class="mail">Mailing Lists</a></li>                                	
+	                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+	                                	<li class="divider"></li>
+	                                	<li><a href="../community/committers">Project Committers</a></li>
+	                                	<li><a href="../community/contribute">How to Contribute</a></li>
+	                                	<li class="divider"></li>
+	                                	<li class="dropmenu-head">Developer Resources</li>
+	                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+	                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+	                                	<li class="divider"></li>
+	                                	<li class="dropmenu-head">Social Media</li>
+	                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+	                                </ul>
+                            	</li>
 	                            <li class="menu-item active">
 	                                <a href="../doc/">Documentation</a>
 	                            </li>
@@ -630,8 +645,8 @@
 			                        </p>
 			                        <p class="short-mrg">Where:</p>
 			                        <ul>
-			                            <li>: Whichever database engine you have installed and configured in your cluster to work with Apache Spot (incubating). i.e. "Impala" or "Hive". For this key, the value you enter needs to match exactly with one of the following keys, where you'll need to add the corresponding node name.<br></li>
-			                            <li>: The node name in your cluster where you have the database service running.</li>
+			                            <li>"oa_data_engine": Whichever database engine you have installed and configured in your cluster to work with Apache Spot (incubating). i.e. "Impala" or "Hive". For this key, the value you enter needs to match exactly with one of the following keys, where you'll need to add the corresponding node name.<br></li>
+			                            <li>"impala_daemon": The node name in your cluster where you have the database service running.</li>
 			                        </ul>
 			                    </li>            
 			                </ol>
@@ -1314,9 +1329,6 @@
             
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/index.html b/index.html
index 47b5a32..8623bc6 100755
--- a/index.html
+++ b/index.html
@@ -40,7 +40,7 @@
         <script type='text/javascript' src='library/js/libs/modernizr.custom.min.js'></script>
         <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.1.1/jquery.min.js"></script>
         <script type='text/javascript' src='library/js/jquery-migrate.min.js'></script>
-        <script type='text/javascript' src='/library/js/jquery.meanmenu.js'></script>
+        <script type='text/javascript' src='library/js/jquery.meanmenu.js'></script>
 
 		<script>
 		  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
@@ -57,11 +57,6 @@
     <body class="home">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
                 <div id="inner-header" class="wrap cf">
 
@@ -78,7 +73,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="contribute">Contribute</a>
+                                <a href="community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="community/committers">Project Committers</a></li>
+                                	<li><a href="community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="doc">Documentation</a>
@@ -112,7 +122,7 @@
                     </div>
                     <div class="m-all t-1of2 d-1of2 contribute">
                         <h3>Help Spot expand his hunting ground to see deeper into the darkness of cyber threats.</h3>
-                        <p class="btn-margin"><a href="contribute" class="y-btn">Become a Contributor</a></p>
+                        <p class="btn-margin"><a href="community/contribute" class="y-btn">Become a Contributor</a></p>
                     </div>
                 </div>
             </div>
@@ -322,12 +332,12 @@
                         <div class="table">
                             <div class="table-row">
                                 <div class="table-cell quote-man">
-                                    <img src="library/images/quote-person.png" alt="" />
-                                    <h3>Senior Analyst</h3>
+                                    <img src="library/images/Apache-Spot-Icon_Network-Traffic.png" alt="" />
                                 </div>
                                 <div class="table-cell">
+                                	<h3>Network Traffic Analytics</h3>
                                     <p>
-                                        ...that allows me to see and customize the data and scripts to my enviroment. I want control over how the solution works.”
+                                        Spot allows organizations to detect potentially malicious activity by identifying suspicious network connections, by analyzing large amounts of netflow, DNS, proxy data with algorithms that are available out of the box.
                                     </p>
                                 </div>
                             </div>
@@ -336,12 +346,12 @@
                         <div class="table">
                             <div class="table-row">
                                 <div class="table-cell quote-man">
-                                    <img src="library/images/quote-person.png" alt="" />
-                                    <h3>Junior Analyst</h3>
+                                    <img src="library/images/Apache-Spot-Icon_Reduction-Mean-Time.png" alt="" />
                                 </div>
                                 <div class="table-cell">
+                                	<h3>Reduction of mean time to incident detection &amp;resolution (MTTR)</h3>
                                     <p>
-                                        ...that automatically alerts me to actionable suspicious events and ways to optimize my network in a timely fashion. Help me investigate these events and tell the story across stakeholders in my organization.”
+                                        Spot provides the capability for a central data store that houses ALL the data needed to facilitate an investigation, returning investigative query results in seconds and minutes (vs. hours and days), which effectively reduces incident MTTR and minimizes the adverse impacts of a breach.
                                     </p>
                                 </div>
                             </div>
@@ -350,16 +360,30 @@
                         <div class="table">
                             <div class="table-row">
                                 <div class="table-cell quote-man">
-                                    <img src="library/images/quote-person.png" alt="" />
-                                    <h3>Decision Maker</h3>
+                                    <img src="library/images/Apache-Spot-Icon_Threat-Hunting.png" alt="" />                                    
                                 </div>
                                 <div class="table-cell">
+                                	<h3>Threat Hunting</h3>
                                     <p>
-                                        ...tells me the story of what happened in a way I can understand so I can make decisions as a result.”
+                                        Spot improves the efficacy of threat hunting by providing the analytic flexibility to perform ad-hoc searches and queries over vast amounts of data, as well as applying ad-hoc algorithms to detect the needle in the haystack.
                                     </p>
                                 </div>
                             </div>
                         </div>
+                        
+                        <div class="table">
+                            <div class="table-row">
+                                <div class="table-cell quote-man">
+                                    <img src="library/images/Apache-Spot-Icon_Cybersecurity-Data-Management.png" alt="" />                                    
+                                </div>
+                                <div class="table-cell">
+                                	<h3>Cybersecurity Data Management</h3>
+                                    <p>
+                                        Offloading data from legacy cybersecurity systems (e.g., SIEMs) to Spot delivers immediate economic value, because of the cost of data storage and processing with Hadoop. It also opens up future value as organizations deploy one of the many analytics use cases on their newly formed security data hub. 
+                                    </p>
+                                </div>
+                            </div>
+                        </div>                        
 
                     </div>
 
@@ -376,9 +400,6 @@
             
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/library/css/meanmenu.css b/library/css/meanmenu.css
index 3cf6e41..025901b 100755
--- a/library/css/meanmenu.css
+++ b/library/css/meanmenu.css
@@ -168,3 +168,66 @@ a.meanmenu-reveal {
 .mean-remove {
 	display: none !important;
 }
+
+.mean-container .mean-nav ul li ul.sub-menu.com-sm li.dropmenu-head {
+    display: block;
+    float: left;
+    width: 90%;
+    padding: 1em 5%;
+    margin: 0;
+    text-align: left;
+    color: #0b0b0b;
+    border-bottom:1px solid rgba(255,255,255,0.8);
+    border-top: 1px solid rgba(255,255,255,0.8);
+    text-decoration: none;
+    text-transform: uppercase;
+}
+
+.mean-container .mean-nav .slack {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .github {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .jira {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .mail {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .twitter-icon {
+	background-position:left 15px center !important;
+}
+.mean-container .mean-nav .slack:hover {
+	background:rgba(255,255,255,.1) url('../images/slack_mark_16px.png') no-repeat;
+}
+.mean-container .mean-nav .github:hover {
+	background:rgba(255,255,255,.1) url('../images/github.png') no-repeat;
+}
+.mean-container .mean-nav .jira:hover {
+	background:rgba(255,255,255,.1) url('../images/jira.png') no-repeat;
+}
+.mean-container .mean-nav .mail:hover {
+	background:rgba(255,255,255,.1) url('../images/mail.png') no-repeat;
+}
+.mean-container .mean-nav .twitter-icon:hover {
+	background:rgba(255,255,255,.1) url('../images/twitter-icon.png') no-repeat;
+}
+
+@media only screen and (min-width:768px) {
+	.mean-container .mean-nav .slack {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .github {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .jira {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .mail {
+		background-position:left 7% center !important;
+	}
+	.mean-container .mean-nav .twitter-icon {
+		background-position:left 7% center !important;
+	}
+}
\ No newline at end of file
diff --git a/library/css/style.css b/library/css/style.css
index 7381745..fcc568a 100755
--- a/library/css/style.css
+++ b/library/css/style.css
@@ -40,6 +40,28 @@
   content: "\e900";
 }
 
+
+.slack {
+	background:url('../images/slack_mark_16px.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.github {
+	background:url('../images/github.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.mail {
+	background:url('../images/mail.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.jira {
+	background:url('../images/jira.png') no-repeat 0 center;
+	padding-left:21px;
+}
+.twitter-icon {
+	background:url('../images/twitter-icon.png') no-repeat 0 center;
+	padding-left:21px;
+}
+
 /* Made with Bones: http://themble.com/bones :) */
 /******************************************************************
 Site Name:
@@ -618,7 +640,7 @@ style a page via class
 /*********************
 LAYOUT & GRID STYLES
 *********************/
-.wrap { width: 85%; margin: 0 auto; }
+.wrap { /*width: 85%;*/width:95%; margin: 0 auto; }
 
 .center { text-align: center; }
 
@@ -802,7 +824,7 @@ POSTS & CONTENT STYLES
 
 #use-case { padding: 50px 0; background: #fff; }
 #use-case h1 { text-align: center; margin-bottom: 0; }
-#use-case h3 { color: #860309; text-align: center; font-weight: 500; font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 1px; margin: 10px 0 35px; font-size: 13pt;line-height:1.3em; text-transform:uppercase;}
+#use-case h3 { color: #c97644; text-align: center; font-weight: 600; font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 1px; margin:15px 0; font-size: 13pt;line-height:1.3em; text-transform:uppercase;}
 #use-case .number { min-height: 100px; width: 95px; vertical-align: top; }
 #use-case .left img { margin-bottom: 50px; }
 #use-case .table { padding: 25px 0 25px 0; }
@@ -838,6 +860,46 @@ POSTS & CONTENT STYLES
 .page #content h4 {color:#8e8506;font-weight:400;}
 .page .wrap.with-sidebar {width:100%;}
 
+
+.divTable{
+	display: table;
+	width: 100%;
+}
+.divTableRow {
+	display: table-row;
+}
+.divTableCell {
+	border-top: 1px solid #999999;
+	border-right:1px solid #999;
+	display: table-cell;
+	padding: 3px 1%;
+	font-size:12px;
+}
+.divTableRow .divTableCell:nth-of-type(1) {
+	width:18%;
+}
+.divTableRow .divTableCell:nth-of-type(2) {
+	width:31.5%;
+}
+.divTableRow .divTableCell:last-of-type {
+	width:15%;
+}
+.divTableBody {
+	display: table-row-group;
+}
+.tableHeading .divTableCell {
+	font-weight:bold;
+}
+.divTableRow .divTableCell:first-of-type {
+	border-left:1px solid #999;
+}
+.divTableRow:last-of-type .divTableCell {
+	border-bottom:1px solid #999;
+}
+.divTableRow:nth-of-type(even) {
+	background-color:rgba(232,229,224,.6);
+}
+
 .hentry { padding: .75em; margin-bottom: 1.5em; }
 .hentry footer { padding: 1.5em 0; border-top: 1px solid #d6d6d6; }
 .hentry footer p { margin: 0; }
@@ -1070,27 +1132,11 @@ you can add resource intensive styles.
   #masthead p { text-align: left; }
   .page #masthead .wrap {min-height:250px;}
   .page #masthead h1 {text-align:center;margin:0 auto;}
+  
 
-  /********************* NAVIGATION STYLES ********************/
-  .nav { border: 0; float: right; margin-top: 35px; /* end .menu ul li */ /* highlight current page */ /* end current highlighters */ }
-  .nav ul { background: #e8e5e0; margin-top: 0; }
-  .nav li { float: left; position: relative; /*
-plan your menus and drop-downs wisely.
-*/ /* showing sub-menus */ }
-  .nav li a { border-bottom: 0; color: #626366; font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; font-weight: 700; text-transform: uppercase; font-size: 10.2pt; letter-spacing: 1px; padding: .75em 1.5em; /*
-you can use hover styles here even though this size
-has the possibility of being a mobile device.
-*/ }
-  .nav li a:hover, .nav li a:focus { color: #c97644; }
-  .nav li.active > a {color:#c97644;}
-  .nav li ul.sub-menu, .nav li ul.children { margin-top: 0; position: absolute; visibility: hidden;opacity:0; z-index: 8999;padding-left:0; -webkit-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s;-moz-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s;-ms-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s; -o-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-i [...]
-
-  .nav li ul.sub-menu li a, .nav li ul.children li a { float:none;padding-left: 10px; border-right: 0; display: block; width: 235px; border-bottom: 1px solid #ccc; }
-  .nav li ul.sub-menu li a:hover, .nav li ul.children li a:hover {color:#c97644;}
-  .nav li ul.sub-menu li:last-child a, .nav li ul.children li:last-child a { border-bottom: 0; }
-  .nav li ul.sub-menu li ul, .nav li ul.children li ul { top: 0; left: 100%; }
-  .nav li:hover > ul { top: auto; visibility: visible; opacity:1;-moz-transform: translateY(0%);-webkit-transform: translateY(0%); -o-transform: translateY(0%);-ms-transform: translateY(0%); transform: translateY(0%); -webkit-transition-delay: 0s, 0s, 0.3s;-moz-transition-delay: 0s, 0s, 0.3s;-o-transition-delay: 0s, 0s, 0.3s;transition-delay: 0s, 0s, 0.3s; /* this removes the transition delay so the menu will be visible while the other styles transition */}
   /* end .nav */
+ 
+ 
   /********************* CONTENT ********************/
   #how-it-works { padding: 100px 0; text-align: left; }
   #how-it-works img { display: block; margin: 0 auto; }
@@ -1100,14 +1146,27 @@ has the possibility of being a mobile device.
   #use-case .table:first-of-type { padding-top: 0; }
   #use-case .table:last-of-type { padding-bottom: 0; }
   #use-case .left img { margin-bottom: 0; padding-right: 25px; }
-  #use-case h3 {margin: 10px 0 75px;}
-  .quotes .table-cell {display:table-cell;text-align:center;}
  .table-cell.quote-man {padding-right:35px;text-align:center;}
+  #use-case h3 {margin: 0 0 15px;text-align:left;}
+  .quotes .table-cell {display:table-cell;text-align:left;}
  .table-cell.quote-man {padding-right:35px;text-align:center;}
   .table-cell.quote-man img {text-align:center;}
   .arrow { height: 80px; }
   .arrow p { margin: 20px 85px 20px 25px; }
-  .arrow:after { border: 40px solid transparent; border-left: 40px solid #f9bf12; }
+  .arrow:after { border: 40px solid transparent; border-left: 40px solid #c97644; }
   .hentry { margin-right: 50px; }
 
+
+	.divTableCell {
+		font-size:11pt;
+	}
+	.divTableRow .divTableCell:nth-of-type(1) {
+		width:18%;
+	}
+	.divTableRow .divTableCell:nth-of-type(2) {
+		width:31.5%;
+	}
+	.divTableRow .divTableCell:last-of-type {
+		width:15%;
+	}
   /********************* SIDEBARS & ASIDES ********************/
   .sidebar { margin-top: 0; }
   .widgettitle { border-bottom: 2px solid #444; margin-bottom: 0.75em; }
@@ -1137,6 +1196,70 @@ you can add resource intensive styles.
   .cd-top { height: 60px; width: 60px; right: 30px;bottom: 30px; }  
   .nav li a { padding: .75em 1.6em; }
   .nav li:last-child a {padding-right:0;}
+  /********************* NAVIGATION STYLES ********************/
+  .nav { border: 0; float: right; margin-top: 35px; /* end .menu ul li */ /* highlight current page */ /* end current highlighters */ }
+  .nav ul { background: #e8e5e0; margin-top: 0; }
+  .nav li { float: left; position: relative; /*
+plan your menus and drop-downs wisely.
+*/ /* showing sub-menus */ }
+  .nav li a { border-bottom: 0; color: #626366; font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; font-weight: 700; text-transform: uppercase; font-size: 10.2pt; letter-spacing: 1px; padding: .75em 1.5em; /*
+you can use hover styles here even though this size
+has the possibility of being a mobile device.
+*/ }
+  .nav li a:hover, .nav li a:focus { color: #c97644; }
+  .nav li.active > a {color:#c97644;}
+  .nav li ul.sub-menu, .nav li ul.children { width:235px;margin-top: 0; position: absolute; visibility: hidden;opacity:0; z-index: 8999;padding-left:0; -webkit-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s;-moz-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s;-ms-transition: all 0.3s ease-in-out 0s, visibility 0s linear 0.3s, z-index 0s linear 0.01s; -o-transition: all 0.3s ease-in-out 0s, visibility 0s line [...]
+
+  .nav li ul.sub-menu li a, .nav li ul.children li a { float:none;padding-left: 10px; border-right: 0; display: block; width: 235px; border-bottom: 1px solid #ccc; }
+  .nav li ul.sub-menu li a:hover, .nav li ul.children li a:hover {color:#c97644;}
+  .nav li ul.sub-menu li:last-child a, .nav li ul.children li:last-child a { border-bottom: 0; }
+  .nav li ul.sub-menu li ul, .nav li ul.children li ul { top: 0; left: 100%; }
+  .nav li:hover > ul { top: auto; visibility: visible; opacity:1;-moz-transform: translateY(0%);-webkit-transform: translateY(0%); -o-transform: translateY(0%);-ms-transform: translateY(0%); transform: translateY(0%); -webkit-transition-delay: 0s, 0s, 0.3s;-moz-transition-delay: 0s, 0s, 0.3s;-o-transition-delay: 0s, 0s, 0.3s;transition-delay: 0s, 0s, 0.3s; /* this removes the transition delay so the menu will be visible while the other styles transition */}
+.nav li ul.sub-menu.com-sm li a {
+	border-bottom:none;
+}
+ .dropmenu-head {
+ 	float: none;
+	border-right: 0;
+	display: block;
+	width: 235px;
+	text-transform:uppercase;
+	color:#666;
+	padding:0 10px 0 15px;
+	border-bottom:none;
+	font-size:.95em;
+}
+.sub-menu.com-sm .dropmenu-head:first-child {
+	padding-top:10px;
+}
+.sub-menu.com-sm .mail,
+.sub-menu.com-sm .slack,
+.sub-menu.com-sm .github,
+.sub-menu.com-sm .twitter-icon,
+.sub-menu.com-sm .jira {
+	background-position:left 15px center;
+}
+.nav li ul.sub-menu.com-sm li .mail,
+.nav li ul.sub-menu.com-sm li .slack,
+.nav li ul.sub-menu.com-sm li .github,
+.nav li ul.sub-menu.com-sm li .twitter-icon,
+.nav li ul.sub-menu.com-sm li .jira {
+	padding-left:40px;
+}
+.sub-menu.com-sm li a {
+	padding:5px 10px 5px 25px;
+}
+li.divider {
+	border-bottom:1px solid #ccc;
+	width:100%;
+	margin:10px 0 !important;
+}
+.nav li ul.sub-menu.com-sm li {
+	margin-bottom:0;
+}
+.nav li ul.sub-menu.com-sm li a {
+	padding-left:15px;
+}
   img.oniguy { margin-top: 75px; }
   .page #masthead .wrap {min-height:360px;display: flex;  justify-content: flex-end;  align-items: center;  align-content: flex-end;text-align:right;}
   #and { display: table; border-collapse: separate; width: 100%; }
diff --git a/library/images/Apache-Spot-Icon_Cybersecurity-Data-Management.png b/library/images/Apache-Spot-Icon_Cybersecurity-Data-Management.png
new file mode 100755
index 0000000..819f27d
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diff --git a/library/images/Apache-Spot-Icon_Network-Traffic.png b/library/images/Apache-Spot-Icon_Network-Traffic.png
new file mode 100755
index 0000000..5bb76e1
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diff --git a/library/images/Apache-Spot-Icon_Reduction-Mean-Time.png b/library/images/Apache-Spot-Icon_Reduction-Mean-Time.png
new file mode 100755
index 0000000..af00192
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diff --git a/library/images/Apache-Spot-Icon_Threat-Hunting.png b/library/images/Apache-Spot-Icon_Threat-Hunting.png
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diff --git a/library/images/blog/2017/03/product-architecture-overview.png b/library/images/blog/2017/03/product-architecture-overview.png
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diff --git a/library/images/mail.png b/library/images/mail.png
new file mode 100755
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diff --git a/library/images/masthead-bg.jpg b/library/images/masthead-bg.jpg
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diff --git a/library/images/masthead-bg.jpg b/library/images/masthead-bg_old.jpg
similarity index 100%
copy from library/images/masthead-bg.jpg
copy to library/images/masthead-bg_old.jpg
diff --git a/library/images/slack_mark_16px.png b/library/images/slack_mark_16px.png
new file mode 100755
index 0000000..13afbc5
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diff --git a/library/images/twitter-icon.png b/library/images/twitter-icon.png
new file mode 100755
index 0000000..bed6f43
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diff --git a/library/js/scripts.js b/library/js/scripts.js
index 520d373..c6f2621 100755
--- a/library/js/scripts.js
+++ b/library/js/scripts.js
@@ -93,16 +93,7 @@ var timeToWaitForLast = 100;
  * images on mobile to save bandwidth. Once we hit an acceptable viewport
  * then we can swap out those images since they are located in a data attribute.
 */
-function loadGravatars() {
-  // set the viewport using the function above
-  viewport = updateViewportDimensions();
-  // if the viewport is tablet or larger, we load in the gravatars
-  if (viewport.width >= 768) {
-  jQuery('.comment img[data-gravatar]').each(function(){
-    jQuery(this).attr('src',jQuery(this).attr('data-gravatar'));
-  });
-	}
-} // end function
+
 
 
 /*
@@ -138,4 +129,4 @@ jQuery(document).ready(function($) {
 	});
 
 
-}); /* end of as page load scripts */
+}); /* end of as page load scripts */
\ No newline at end of file
diff --git a/project-components/ingestion/index.html b/project-components/ingestion/index.html
index 1c2c877..2abe9c9 100755
--- a/project-components/ingestion/index.html
+++ b/project-components/ingestion/index.html
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -163,9 +173,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/project-components/machine-learning/index.html b/project-components/machine-learning/index.html
index 2224750..3156c0d 100755
--- a/project-components/machine-learning/index.html
+++ b/project-components/machine-learning/index.html
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -141,9 +151,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/project-components/open-data-models/index.html b/project-components/open-data-models/index.html
index 753b5bb..338e9d9 100755
--- a/project-components/open-data-models/index.html
+++ b/project-components/open-data-models/index.html
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -146,9 +156,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/project-components/visualization/index.html b/project-components/visualization/index.html
index b65ce18..9e89f3c 100755
--- a/project-components/visualization/index.html
+++ b/project-components/visualization/index.html
@@ -57,11 +57,6 @@
     <body class="page">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -162,9 +172,6 @@
 
             <div id="more-info">
                 <div class="wrap cf">
-                    <p class="social-icons">
-                        <a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a><a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></span><a href="http://slack.apache-spot.io/" target="_blank"><img src="../../library/images/add-to-slack.png" alt="" class="add-to-slack" /></a></a>
-                    </p>
 
                     <p>
                         <a href="https://github.com/apache/incubator-spot" class="y-btn" target="_blank">More Info</a>
diff --git a/tag/github/index.html b/tag/github/index.html
index 511beef..29aed27 100755
--- a/tag/github/index.html
+++ b/tag/github/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/tag/open-network-insight/index.html b/tag/open-network-insight/index.html
index 2e6a146..5779bc3 100755
--- a/tag/open-network-insight/index.html
+++ b/tag/open-network-insight/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="../../contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>								
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>
diff --git a/tag/open-source/index.html b/tag/open-source/index.html
index c7738d7..d853d82 100755
--- a/tag/open-source/index.html
+++ b/tag/open-source/index.html
@@ -57,11 +57,6 @@
     <body class="archive tag">
 
         <div id="container">
-			<div class="social-sidebar">
-				<a href="mailto:info@apache-spot.io"><span class="icon-envelope"></span></a>
-				<a href="https://twitter.com/ApacheSpot" target="_blank"><span class="icon-twitter"></a>
-				<a href="http://slack.apache-spot.io/" target="_blank"><span class="icon-slack"></span></a>				
-			</div>
             <header class="header">
 
                 <div id="inner-header" class="wrap cf">
@@ -79,7 +74,22 @@
                                 <a target="_blank" href="https://github.com/apache/incubator-spot.git">Download</a>
                             </li>
                             <li id="menu-item-130" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-130">
-                                <a href="http://spot.incubator.apache.org/contribute">Contribute</a>
+                                <a href="../../community">Community</a>
+                                <ul class="sub-menu com-sm">
+                                	<li class="dropmenu-head">Get in Touch</li>
+                                	<li><a href="../../community" class="mail">Mailing Lists</a></li>                                	
+                                	<li><a href="http://slack.apache-spot.io/" target="_blank" class="slack">Slack Channel</a></li>
+                                	<li class="divider"></li>
+                                	<li><a href="../../community/committers">Project Committers</a></li>
+                                	<li><a href="../../community/contribute">How to Contribute</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Developer Resources</li>
+                                	<li><a href="https://github.com/apache/incubator-spot" target="_blank" class="github">Github</a></li>
+                                	<li><a href="https://issues.apache.org/jira/browse/SPOT/" target="_blank" class="jira">JIRA Issue Tracker</a></li>
+                                	<li class="divider"></li>
+                                	<li class="dropmenu-head">Social Media</li>
+                                	<li><a href="https://twitter.com/ApacheSpot" target="_blank" class="twitter-icon">Twitter</a></li>
+                                </ul>
                             </li>
                             <li id="menu-item-106" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-106">
                                 <a href="../../doc">Documentation</a>
@@ -149,6 +159,9 @@
 							<h4 class="widgettitle">Recent Posts</h4>
 							<ul>
 								<li>
+									<a href="../../blog/apache-spot-product-architecture-overview/">Apache Spot Product Architecture Overview</a>
+								</li>
+								<li>
 									<a href="../../blog/strength-in-numbers-why-consider-open-source-cybersecurity-analytics/">Strength in Numbers:  Why Consider Open Source Cybersecurity Analytics</a>
 								</li>
 								<li>
@@ -169,6 +182,9 @@
 							<h4 class="widgettitle">Archives</h4>
 							<ul>
 								<li>
+									<a href='../../2017/03/'>March 2017</a>
+								</li>
+								<li>
 									<a href='../../2016/10/'>October 2016</a>
 								</li>
 								<li>