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Posted to notifications@skywalking.apache.org by gi...@apache.org on 2023/03/15 07:51:24 UTC

[skywalking-website] branch asf-site updated: deploy: 55be2c32f62135efa47aff2d3444fd06c8f7eced

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

github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/skywalking-website.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new 3112b60e6f2 deploy: 55be2c32f62135efa47aff2d3444fd06c8f7eced
3112b60e6f2 is described below

commit 3112b60e6f2e754e97ffa7dc30cdf02bf962ac04
Author: wu-sheng <wu...@users.noreply.github.com>
AuthorDate: Wed Mar 15 07:51:10 2023 +0000

    deploy: 55be2c32f62135efa47aff2d3444fd06c8f7eced
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-	<h1>使用SkyWalking监控DynamoDB</h1>
-	<div class="lead">本文将展示如何使用 Apache SkyWalking 监控 Amazon DynamoDB.</div>
+	<h1>Monitoring DynamoDB with SkyWalking</h1>
+	<div class="lead">This article shows how to use SkyWalking to monitor DynamoDB.</div>
 	<div class="td-byline mb-4">
-		By <b>张跃骎</b> |
+		By <b>Yueqin Zhang</b> |
 		<time datetime="2023-03-13" class="text-muted">Monday, March 13, 2023</time>
 
-	    
+
+		
+
 
 	</div>
 	<p><img src="./icon.png" alt="icon.png"></p>
-<h2 id="背景">背景</h2>
-<p><a href="https://skywalking.apache.org/">Apache SkyWalking</a>  是一个开源应用性能管理系统,帮助用户收集和聚合日志、追踪、指标和事件,并在 UI 上显示。从 OAP 9.4.0 开始,SkyWalking 新增了 <a href="https://skywalking.apache.org/docs/main/next/en/setup/backend/aws-firehose-receiver/">AWS Firehose receiver</a>,用来接收,计算CloudWatch metrics的数据。本文将以DynamoDB为例,展示如何使用 SkyWalking接收并计算 CloudWatch metrics 数据,以监控Amazon Web Services。</p>
-<h2 id="什么是-amazon-cloudwatch-与-amazon-kinesis-data-firehose-">什么是 Amazon CloudWatch 与 Amazon Kinesis Data Firehose ?</h2>
-<p><a href="https://aws.amazon.com/cn/cloudwatch/">Amazon CloudWatch</a> 是一个指标存储库, 此工具可从 AWS中 ( 如 DynamoDB ) 收集原始数据,近实时处理为可读取的指标。同时,我们也可以使用<strong>指标流</strong>持续地将 CloudWatch 指标流式传输到所选的目标位置,实现近实时传送和低延迟。SkyWalking 利用此特性,创建指标流并将其导向 Amazon Kinesis Data Firehose 传输流,并由后者进一步传输处理。</p>
-<p><a href="https://aws.amazon.com/cn/kinesis/data-firehose/">Amazon Kinesis Data Firehose</a>是一项提取、转换、加载服务,可以将流式处理数据以可靠方式捕获、转换和提供到数据湖、数据存储和分析服务中。SkyWalking利用此特性,将指标流最终导向 aws-firehose-receiver,交由OAP计算并最终展示指标。</p>
-<p>整体过程流程图如下:</p>
+<h2 id="background">Background</h2>
+<p><a href="https://skywalking.apache.org/">Apache SkyWalking</a> is an open-source application performance management system that helps users collect and aggregate logs, traces, metrics, and events, and display them on the UI. Starting from OAP 9.4.0, SkyWalking has added <a href="https://skywalking.apache.org/docs/main/next/en/setup/backend/aws-firehose-receiver/">AWS Firehose receiver</a>, which is used to receive and calculate the data of CloudWatch metrics. In this article, we will  [...]
+<h2 id="what-are-amazon-cloudwatch-and-amazon-kinesis-data-firehose">What are Amazon CloudWatch and Amazon Kinesis Data Firehose?</h2>
+<p><a href="https://aws.amazon.com/cloudwatch/">Amazon CloudWatch</a> is a metrics repository, this tool can collect raw data from AWS (e.g. DynamoDB) and process it into readable metrics in near real-time. Also, we can use <strong>Metric Stream</strong> to continuously stream CloudWatch metrics to a selected target location for near real-time delivery and low latency. SkyWalking takes advantage of this feature to create metric streams and direct them to Amazon Kinesis Data Firehose tran [...]
+<p><a href="https://aws.amazon.com/kinesis/data-firehose/">Amazon Kinesis Data Firehose</a>is an extract, transform, and load (ETL) service that reliably captures, transforms, and delivers streaming data to data lakes, data stores, and analytics services. SkyWalking takes advantage of this feature to eventually direct the metrics stream to the aws-firehose-receiver for OAP to calculate and ultimately display the metrics.</p>
+<p>The flow chart is as follows.</p>
 <p><img src="./aws-service.png" alt="aws-service.png"></p>
-<h6 id="注意">注意</h6>
+<h6 id="notice">Notice</h6>
 <ul>
-<li>由于 Kinesis Data Firehose 规定,HTTP端点的URL必须使用HTTPS协议,且必须使用443端口。同时,此URL必须由Gateway代理并转发到真正的aws-firehose-receiver。</li>
-<li>TLS 证书必须由CA签发的,自签证书不会被 Kinesis Data Firehose 信任。</li>
+<li>Due to Kinesis Data Firehose specifications, the URL of the HTTP endpoint must use the HTTPS protocol and must use port 443. Also, this URL must be proxied by Gateway and forwarded to the real aws-firehose-receiver.</li>
+<li>The TLS certificate must be signed by a CA and the self-signed certificate will not be trusted by Kinesis Data Firehose.</li>
 </ul>
-<h2 id="设置dynamodb监控">设置DynamoDB监控</h2>
-<p>接下来以DynamoDB为例说明使用OAP 收集CloudWatch metrics 前,aws中必要的设置:</p>
+<h2 id="setting-up-dynamodb-monitoring">Setting up DynamoDB monitoring</h2>
+<p>Next, let&rsquo;s take DynamoDB as an example to illustrate the necessary settings in aws before using OAP to collect CloudWatch metrics:</p>
 <ol>
-<li>进入 <a href="https://console.aws.amazon.com/kinesis/home">Kinesis 控制台</a>,创建数据流, <code>Source</code>选择 <code>Direct PUT</code>, <code>Destination</code> 选择 <code>HTTP Endpoint</code>. 并且设置<code>HTTP Endpoint URL</code> 为 <code>Gateway对应URL</code>。 其余配置选项可由需要自行配置。</li>
+<li>Go to <a href="https://console.aws.amazon.com/kinesis/home">Kinesis Console</a>, create a data stream, and select <code>Direct PUT</code> for <code>Source</code> and <code>HTTP Endpoint</code> for <code>Destination</code>. And set <code>HTTP Endpoint URL</code> to <code>Gateway URL</code>. The rest of the configuration options can be configured as needed.</li>
 </ol>
-<p><img src="./kinesis.png" alt="image.png"></p>
+<p>! [image.png](. /kinesis.png)</p>
 <ol start="2">
-<li>进入 <a href="https://console.aws.amazon.com/cloudwatch/home">CloudWatch 控制台</a>,在左侧控制面板中选择<code>Metrics-Stream</code>,点击Create metric stream。其中,<code>namespace</code> 选择 <code>AWS/DynamoDB</code>。同时,根据需要,也可以增加其他命名空间。 <code>Kinesis Data Firehose</code>选择在第一步中创建好的数据流。最后,设置输出格式为opentelemetry0.7。其余配置选项可由需要自行配置。</li>
+<li>Go to the <a href="https://console.aws.amazon.com/cloudwatch/home">CloudWatch Console</a>, select <code>Metrics-Stream</code> in the left control panel, and click Create metric stream. Select <code>AWS/DynamoDB</code> for <code>namespace</code>. Also, you can add other namespaces as needed. <code>Kinesis Data Firehose</code> selects the data stream created in the first step. Finally, set the output format to opentelemetry0.7. The rest of the configuration options can be configured as [...]
 </ol>
-<p><img src="./cloudwatch.png" alt="cloudwatch.png"></p>
-<p>至此,DynamoDB监控配置的AWS方面设置完成。</p>
-<h2 id="skywalking-oap-指标处理分析">SkyWalking OAP 指标处理分析</h2>
-<p>SkyWalking 利用 aws-firehose-receiver 接收并解码由Gateway转发来的 AWS 指标流,交由<a href="https://github.com/apache/skywalking/tree/master/oap-server/server-receiver-plugin/otel-receiver-plugin">Opentelemetry-receiver</a>进行处理,转化为SkyWalking metrics。并由<a href="https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/">Meter Analysis Language (MAL)</a>进行指标的分析与聚合,最终呈现在UI上。</p>
-<p>其中 MAL 部分以及 UI 部分,SkyWalking支持用户自由定制,从而更多样性的展示指标数据。详情请参考<a href="https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/">MAL doc</a> 以及 <a href="https://skywalking.apache.org/docs/main/next/en/ui/readme/">UI doc</a>。</p>
+<p>! [cloudwatch.png](. /cloudwatch.png)</p>
+<p>At this point, the AWS side of DynamoDB monitoring configuration is set up.</p>
+<h2 id="skywalking-oap-metrics-processing-analysis">SkyWalking OAP metrics processing analysis</h2>
+<p>SkyWalking uses aws-firehose-receiver to receive and decode AWS metrics streams forwarded by Gateway, and send it to <a href="https://github.com/apache/skywalking/tree/master/oap-server/server-receiver-plugin/otel-receiver-plugin">Opentelemetry-receiver</a> for processing and transforming into SkyWalking metrics. Then, the metrics are analyzed and aggregated by <a href="https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/">Meter Analysis Language (MAL)</a> and fin [...]
+<p>The MAL part and the UI part of SkyWalking support users' customization, to display the metrics data in a more diversified way. For details, please refer to <a href="https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/">MAL doc</a> and <a href="https://skywalking.apache.org/docs/main/next/en/ui/readme/">UI doc</a>.</p>
 <p><img src="./gateway_to_ui.png" alt="gateway_to_ui.png"></p>
-<h2 id="典型指标分析">典型指标分析</h2>
-<h3 id="作用域">作用域</h3>
-<p>SkyWalking中,有作用域 ( scope ) 的概念。通过作用域, 我们可以对指标进行更合理的分类与聚合。在对DynamoDB的监控中,使用到了其中两种作用域———Service和Endpoint。</p>
-<p>Service表示一组工作负荷,这些工作负荷为传入请求提供相同的行为。常用作服务的集群级别作用域,在AWS中,用户的账户更接近集群的概念。 所以SkyWalking将AWS account id作为key,将AWS账户映射为Service类型。</p>
-<p>同理,Endpoint表示一种逻辑概念,常用于服务中用于传入请求的路径,例如 HTTP URI 路径或 gRPC 服务类 + 方法签名,也可以表示数据库中的表结构。所以SkyWalking将DynamoDB表映射为Endpoint类型。</p>
-<h3 id="指标">指标</h3>
+<h2 id="typical-metrics-analysis">Typical metrics analysis</h2>
+<h3 id="scope">Scope</h3>
+<p>In SkyWalking, there is the concept of scope. By using scopes, we can classify and aggregate metrics more rationally. In the monitoring of DynamoDB, two of these scopes are used - Service and Endpoint.</p>
+<p>Service represents a set of workloads that provide the same behavior for incoming requests. Commonly used as cluster-level scopes for services, user accounts are closer to the concept of clusters in AWS. So SkyWalking uses AWS account id as a key to map AWS accounts to Service types.</p>
+<p>Similarly, Endpoint represents a logical concept, often used in services for the path of incoming requests, such as HTTP URI path or gRPC service class + method signature, and can also represent the table structure in the database. So SkyWalking maps DynamoDB tables to Endpoint type.</p>
+<h3 id="metrics">Metrics</h3>
 <table>
 <thead>
 <tr>
-<th>指标名称</th>
-<th>含义</th>
+<th>Metric Name</th>
+<th>Meaning</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>AccountMaxReads / AccountMaxWrites</td>
-<td>账户可以使用的最大 读取/写入 容量单位数。</td>
+<td>The maximum number of read/write capacity units that can be used by an account.</td>
 </tr>
 <tr>
 <td>AccountMaxTableLevelReads / AccountMaxTableLevelWrites</td>
-<td>账户的表或全局二级索引可以使用的最大 读取/写入 容量单位数。</td>
+<td>The maximum number of read/write capacity units that can be used by a table or global secondary index of an account.</td>
 </tr>
 <tr>
 <td>AccountProvisionedReadCapacityUtilization / AccountProvisionedWriteCapacityUtilization</td>
-<td>账户使用的预置 读取/写入 容量单位百分比。</td>
+<td>The percentage of provisioned read/write capacity units utilized by an account.</td>
 </tr>
 <tr>
 <td>MaxProvisionedTableReadCapacityUtilization / MaxProvisionedTableWriteCapacityUtilization</td>
-<td>账户的最高预调配 读取/写入 表或全局二级索引使用的预调配读取容量单位百分比。</td>
+<td>The percentage of provisioned read/write capacity utilized by the highest provisioned read table or global secondary index of an account.</td>
 </tr>
 </tbody>
 </table>
-<p>以上为一些常用的账户指标(Serivce 作用域)。它们是DynamoDB中的各种配置信息,SkyWalking通过对这些指标的监控,可以完整的展示出数据库配置的变动情况。</p>
+<p>Above are some common account metrics (Serivce scope). They are various configuration information in DynamoDB, and SkyWalking can show a complete picture of the database configuration changes by monitoring these metrics.</p>
 <table>
 <thead>
 <tr>
-<th>指标名称</th>
-<th>含义</th>
+<th>Metric Name</th>
+<th>Meaning</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>ConsumedReadCapacityUnits / ConsumedWriteCapacityUnits</td>
-<td>指定时间段内占用的 读取/写入 容量单位数</td>
+<td>The number of read/write capacity units consumed over the specified time period.</td>
 </tr>
 <tr>
 <td>ReturnedItemCount</td>
-<td><code>Query</code>、<code>Scan</code> 或 <code>ExecuteStatement</code>(可选择)操作在指定时段内返回的项目数。</td>
+<td>The number of items returned by Query, Scan or ExecuteStatement (select) operations during the specified time period.</td>
 </tr>
 <tr>
 <td>SuccessfulRequestLatency</td>
-<td>指定时间段内对于 DynamoDB 或 Amazon DynamoDB Streams 的成功请求的延迟。</td>
+<td>The latency of successful requests to DynamoDB or Amazon DynamoDB Streams during the specified time period.</td>
 </tr>
 <tr>
 <td>TimeToLiveDeletedItemCount</td>
-<td>指定时间段内按存活时间 (TTL) 删除的项目数。</td>
+<td>The number of items deleted by Time to Live (TTL) during the specified time period.</td>
 </tr>
 </tbody>
 </table>
-<p>以上为一些常用的表指标(Endpoint作用域),它们也会被聚合到账户指标中。这些指标一般用于分析数据库的性能,用户可以通过它们判断出数据库配置的合理程度。例如,用户可以通过ConsumedReadCapicityUnits / ConsumedReadCapicityUnits,跟踪预置吞吐量的使用,从而判断表或账户的预制吞吐量的合理性。关于预置吞吐量,请参见<a href="https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/ProvisionedThroughputIntro.html">读/写容量模式</a>。</p>
+<p>The above are some common table metrics (Endpoint scope), which will also be aggregated into account metrics. These metrics are generally used to analyze the performance of the database, and users can use them to determine the reasonable level of database configuration. For example, users can track how much of their provisioned throughput is used through ConsumedReadCapicityUnits / ConsumedReadCapicityUnits to determine the reasonableness of the preconfigured throughput of a table or  [...]
 <table>
 <thead>
 <tr>
-<th>指标名称</th>
-<th>含义</th>
+<th>Metric Name</th>
+<th>Meaning</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>UserErrors</td>
-<td>在指定时间段内生成 HTTP 400 状态代码的对 DynamoDB 或 Amazon DynamoDB Streams 的请求。HTTP 400 通常表示客户端错误,如参数组合无效,尝试更新不存在的表或请求签名错误。</td>
+<td>Requests to DynamoDB or Amazon DynamoDB Streams that generate an HTTP 400 status code during the specified time period.</td>
 </tr>
 <tr>
 <td>SystemErrors</td>
-<td>在指定的时间段内生成 HTTP 500 状态代码的对 DynamoDB 或 Amazon DynamoDB Streams 的请求。HTTP 500 通常指示内部服务错误。</td>
+<td>The requests to DynamoDB or Amazon DynamoDB Streams that generate an HTTP 500 status code during the specified time period.</td>
 </tr>
 <tr>
 <td>ThrottledRequests</td>
-<td>超出资源(如表或索引)预置吞吐量限制的 DynamoDB 请求。</td>
+<td>Requests to DynamoDB that exceed the provisioned throughput limits on a resource.</td>
 </tr>
 <tr>
 <td>TransactionConflict</td>
-<td>由于同一项目的并发请求之间的事务性冲突而被拒绝的项目级请求。</td>
+<td>Rejected item-level requests due to transactional conflicts between concurrent requests on the same items.</td>
 </tr>
 </tbody>
 </table>
-<p>以上为一些常用的错误指标,其中UserErrors为用户级别指标,其余为表级别指标。用户可以在这些指标上设置告警,如果警告出现,那么可能说明数据库的使用出现了一些问题,需要用户自行查看验证。</p>
-<h3 id="注意-1">注意</h3>
-<p>SkyWalking对于DynamoDB的指标选取直接来源于CloudWatch metrics, 您也可以通过<a href="https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/metrics-dimensions.html">CloudWatch metrics doc</a>来获取指标详细信息。</p>
+<p>The above are some common error metrics, among which UserErrors are account-level metrics and the rest are table-level metrics. Users can set alarms on these metrics, and if warnings appear, then it may indicate that there are some problems with the use of the database, and users need to check and verify by themselves.</p>
+<h3 id="notice-1">Notice</h3>
+<p>SkyWalking&rsquo;s metrics selection for DynamoDB comes directly from CloudWatch metrics, which can also be found at <a href="https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/metrics-dimensions.html">CloudWatch metrics doc</a> to get metrics details.</p>
 <h2 id="demo">Demo</h2>
-<p>在本节中,我们将演示如何利用terraform创建一个DynamoDB表,以及可以产生指标流的其他AWS服务,并部署Skywalking完成指标收集。</p>
-<p>首先,您需要一个正在运行的网关实例,例如 <a href="https://www.nginx.com/">NGINX</a>,它负责接收AWS传来的指标流并且转发到aws-firehose-receiver。注意, 网关需要配置证书以便接受HTTPS协议的请求。</p>
-<p>下面是一个NGINX的示例配置。配置不要求完全一致,只要能将收到的HTTPS请求发送到<code>oap所在host:12801/aws/firehose/metrics</code>即可。</p>
+<p>In this section, we will demonstrate how to use terraform to create a DynamoDB table and other AWS services that can generate metrics streams, and deploy Skywalking to complete the metrics collection.</p>
+<p>First, you need a running gateway instance, such as <a href="https://www.nginx.com/">NGINX</a>, which is responsible for receiving metrics streams from AWS and forwarding them to the aws-firehose-receiver. Note that the gateway needs to be configured with certificates to accept HTTPS protocol requests.</p>
+<p>Below is an example configuration for NGINX. The configuration does not need to be identical, as long as it can send incoming HTTPS requests to <code>oap host:12801/aws/firehose/metrics</code>.</p>
 <pre><code>server {
         listen       443 ssl;
         
@@ -372,11 +375,11 @@ if (!doNotTrack) {
             proxy_pass http://test.xyz:12801/aws/firehose/metrics;
         }
     }
-</code></pre><h3 id="部署skywalking">部署SkyWalking</h3>
-<p>SkyWalking的部署方式有很多种,您可以直接从<a href="https://github.com/apache/skywalking/releases/tag/v9.4.0">release页面</a>中直接获取。</p>
-<p>当然,如果您更习惯于 Kubernetes,您也可以从<a href="https://github.com/apache/skywalking-kubernetes">SkyWalking-kubernetes</a>找到相应部署方式。</p>
-<p>请注意,无论使用哪种部署方式,请确保OAP和UI的版本为9.4.0以上,并且需要开放12801端口。</p>
-<p>下面是一个使用helm指令部署的示例:</p>
+</code></pre><h3 id="deploying-skywalking">Deploying SkyWalking</h3>
+<p>There are various ways to deploy SkyWalking, and you can get them directly from the <a href="https://github.com/apache/skywalking/releases/tag/v9.4.0">release page</a>.</p>
+<p>Of course, if you are more comfortable with Kubernetes, you can also find the appropriate deployment method from <a href="https://github.com/apache/skywalking-kubernetes">SkyWalking-kubernetes</a>.</p>
+<p>Please note that no matter which deployment method you use, please make sure that the OAP and UI version is 9.4.0 or higher and that port 12801 needs to be open.</p>
+<p>The following is an example of a deployment using the helm command.</p>
 <pre><code>export SKYWALKING_RELEASE_VERSION=4.3.0 
 export SKYWALKING_RELEASE_NAME=skywalking  
 export SKYWALKING_RELEASE_NAMESPACE=default
@@ -389,14 +392,14 @@ helm install &quot;${SKYWALKING_RELEASE_NAME}&quot; \
   --set oap.storageType=elasticsearch \
   --set ui.image.tag=9.4.0 \
   --set oap.ports.firehose=12801
-</code></pre><h3 id="开启对应aws服务">开启对应AWS服务</h3>
-<p>terraform 配置文件如下(实例修改于<a href="https://registry.terraform.io/providers/hashicorp/aws/latest/docs/resources/kinesis_firehose_delivery_stream">Terraform Registry - kinesis_firehose_delivery_stream</a>):</p>
+</code></pre><h3 id="start-the-corresponding-aws-service">Start the corresponding AWS service</h3>
+<p>The terraform configuration file is as follows (example modified in<a href="https://registry.terraform.io/providers/hashicorp/aws/latest/docs/resources/kinesis_firehose_delivery_stream">Terraform Registry - kinesis_firehose_delivery_stream</a>):</p>
 <details>
-<summary>terraform 配置文件 </summary>
+<summary>terraform configuration file </summary>
 <pre><code>provider &quot;aws&quot; {
   region = &quot;ap-northeast-1&quot;
-  access_key = &quot;在这里填入您的access_key&quot;
-  secret_key = &quot;在这里填入您的secret_key&quot;
+  access_key = &quot;[need change]your access_key&quot;
+  secret_key = &quot;[need change]your secret_key&quot;
 }
 resource &quot;aws_dynamodb_table&quot; &quot;basic-dynamodb-table&quot; {
   name           = &quot;GameScores&quot;
@@ -549,7 +552,7 @@ resource &quot;aws_kinesis_firehose_delivery_stream&quot; &quot;http_stream&quot
 
   http_endpoint_configuration {
     name       = &quot;test_http_endpoint&quot;
-    url        = &quot;这里填入Gateway的url&quot;
+    url        = &quot;[need change]Gateway url&quot;
     role_arn   = aws_iam_role.firehose_to_s3.arn
   }
   s3_configuration {
@@ -558,25 +561,34 @@ resource &quot;aws_kinesis_firehose_delivery_stream&quot; &quot;http_stream&quot
   }
 }
 </code></pre></details>
-<p>使用步骤:</p>
-<p>1.获取AWS账户的access_key以及secret_key。( 关于如何获取,请参考:<a href="https://aws.amazon.com/premiumsupport/knowledge-center/create-access-key/">create-access-key</a> )</p>
-<p>2.将上一步中获取的access_key与secret_key填入对应位置,并将您的网关对应 url 填入 <code>aws_kinesis_firehose_delivery_stream</code> 配置的对应位置中。</p>
-<p>3.复制以上内容并保存到main.tf文件中。</p>
-<p>4.在对应路径下执行以下代码。</p>
+<p>Steps to use.</p>
+<ol>
+<li>
+<p>Get the access_key and secret_key of the AWS account.( For how to get them, please refer to <a href="https://aws.amazon.com/premiumsupport/knowledge-center/create-access-key/">create-access-key</a> )</p>
+</li>
+<li>
+<p>Fill in the access_key and secret_key you got in the previous step, and fill in the corresponding URL of your gateway in the corresponding location of <code>aws_kinesis_firehose_delivery_stream</code> configuration.</p>
+</li>
+<li>
+<p>Copy the above content and save it to the main.tf file.</p>
+</li>
+<li>
+<p>Execute the following code in the corresponding path.</p>
+</li>
+</ol>
 <pre><code>terraform init
 terraform apply
-</code></pre><p>至此,需要的AWS服务已全部建立成功,您可以检查您的控制台,查看服务是否成功创建。</p>
-<h3 id="完成">完成!</h3>
-<p>如果以上步骤全部成功,请耐心等待约五分钟。之后您可以访问SkyWalking UI,查看指标变动情况</p>
-<p>目前,SkyWalking 默认收集的指标展示如下:</p>
-<p><strong>账户指标:</strong></p>
+</code></pre><p>At this point, all the required AWS services have been successfully created, and you can check your console to see if the services were successfully created.</p>
+<h3 id="done">Done!</h3>
+<p>If all the above steps were successful, please wait for about five minutes. After that, you can visit the SkyWalking UI to see the metrics.</p>
+<p>Currently, the metrics collected by SkyWalking by default are displayed as follows.</p>
+<p><strong>account metrics:</strong></p>
 <p><img src="./service.png" alt="service.png"></p>
-<p><strong>表指标:</strong></p>
+<p><strong>table metrics:</strong></p>
 <p><img src="./endpoint.png" alt="endpoint.png"></p>
-<h5 id="现已支持的服务">现已支持的服务</h5>
-<p>目前SkyWalking官方支持EKS,S3,DynamoDB监控。
-用户也参考 <a href="https://skywalking.apache.org/docs/main/next/en/setup/backend/opentelemetry-receiver/">OpenTelemetry receiver</a> 配置OTEL rules来收集,计算AWS其他服务的CloudWatch metrics,并且通过<a href="https://skywalking.apache.org/docs/main/next/en/ui/readme/">自定义dashboard</a>展示。</p>
-<h4 id="相关的资料">相关的资料</h4>
+<h3 id="other-services">Other services</h3>
+<p>Currently, SkyWalking officially supports EKS, S3, DynamoDB monitoring. Users also refer to <a href="https://skywalking.apache.org/docs/main/next/en/setup/backend/opentelemetry-receiver/">the OpenTelemetry receiver</a> to configure OTel rules to collect and analyze CloudWatch metrics of other AWS services and display them through <a href="https://skywalking.apache.org/docs/main/next/en/ui/readme/">a custom dashboard</a>.</p>
+<h3 id="material">Material</h3>
 <ul>
 <li><a href="https://docs.aws.amazon.com/AmazonS3/latest/userguide/cloudwatch-monitoring.html">Monitoring S3 metrics with Amazon CloudWatch</a></li>
 <li><a href="https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/monitoring-cloudwatch.html">Monitoring DynamoDB metrics with Amazon CloudWatch</a></li>
@@ -588,7 +600,7 @@ terraform apply
 
 	<ul class="list-unstyled d-flex justify-content-between align-items-center mb-0 pt-5">
   <li>
-    <a href="/zh/2023-03-12-skywalking-aws-s3-eks/" class="btn btn-primary "><span class="mr-1">←</span> Previous</a>
+    <a href="/blog/2023-03-12-skywalking-aws-s3-eks/" class="btn btn-primary "><span class="mr-1">←</span> Previous</a>
   </li>
     <a  class="btn btn-primary  disabled">Next <span class="ml-1">→</span></a>
   </li>
@@ -598,7 +610,8 @@ terraform apply
 
 
           </main>
-          <div class="toc d-none d-xl-block d-md-none col-xl-2 td-toc d-print-none">
+          <div class="d-none d-xl-block col-xl-2 td-toc d-print-none">
+
             <div class="tags-wrapper">
     <div class="font-weight-bold post-meta ">
         <i class="iconfont icon-tags pr-1" aria-hidden="true"></i>
@@ -607,137 +620,237 @@ terraform apply
     <ul class="tags-box">
         
         <li>
-            <a href="/zh_tags/agent/" class="tag-link">Agent</a>
-            <span class="count">3</span>
+            <a href="/tags/agent/" class="tag-link">Agent</a>
+            <span class="count">4</span>
         </li>
         
         <li>
-            <a href="/zh_tags/apache-shenyu-incubating/" class="tag-link">Apache ShenYu (incubating)</a>
+            <a href="/tags/apache-shenyu-incubating/" class="tag-link">Apache ShenYu (incubating)</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/conference/" class="tag-link">Conference</a>
-            <span class="count">6</span>
+            <a href="/tags/apisix/" class="tag-link">APISIX</a>
+            <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/course/" class="tag-link">Course</a>
+            <a href="/tags/apm/" class="tag-link">APM</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/development/" class="tag-link">Development</a>
-            <span class="count">3</span>
+            <a href="/tags/aurora/" class="tag-link">Aurora</a>
+            <span class="count">2</span>
         </li>
         
         <li>
-            <a href="/zh_tags/dotnetcore/" class="tag-link">DotNetCore</a>
+            <a href="/tags/aws/" class="tag-link">AWS</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/browser/" class="tag-link">Browser</a>
+            <span class="count">1</span>
+        </li>
+        
+        <li>
+            <a href="/tags/chaos-engineering/" class="tag-link">Chaos Engineering</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/ebpf/" class="tag-link">eBPF</a>
+            <a href="/tags/chaos-mesh/" class="tag-link">Chaos Mesh</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/elasticsearch/" class="tag-link">ElasticSearch</a>
+            <a href="/tags/conference/" class="tag-link">Conference</a>
+            <span class="count">6</span>
+        </li>
+        
+        <li>
+            <a href="/tags/demo/" class="tag-link">Demo</a>
+            <span class="count">3</span>
+        </li>
+        
+        <li>
+            <a href="/tags/design/" class="tag-link">Design</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/dotnetcore/" class="tag-link">DotNetCore</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/java/" class="tag-link">Java</a>
+            <a href="/tags/ebpf/" class="tag-link">eBPF</a>
+            <span class="count">4</span>
+        </li>
+        
+        <li>
+            <a href="/tags/http/" class="tag-link">HTTP</a>
             <span class="count">2</span>
         </li>
         
         <li>
-            <a href="/zh_tags/logging/" class="tag-link">Logging</a>
+            <a href="/tags/infrastructure-monitoring/" class="tag-link">Infrastructure Monitoring</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/metrics/" class="tag-link">Metrics</a>
+            <a href="/tags/iotdb/" class="tag-link">IoTDB</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/istio/" class="tag-link">Istio</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/java/" class="tag-link">Java</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/kafka/" class="tag-link">Kafka</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/observability/" class="tag-link">Observability</a>
+            <a href="/tags/kong/" class="tag-link">Kong</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/open-source-contribution/" class="tag-link">Open Source Contribution</a>
-            <span class="count">4</span>
+            <a href="/tags/license/" class="tag-link">License</a>
+            <span class="count">5</span>
         </li>
         
         <li>
-            <a href="/zh_tags/open-source-promotion-plan/" class="tag-link">Open Source Promotion Plan</a>
+            <a href="/tags/logging/" class="tag-link">Logging</a>
+            <span class="count">1</span>
+        </li>
+        
+        <li>
+            <a href="/tags/logs/" class="tag-link">Logs</a>
             <span class="count">2</span>
         </li>
         
         <li>
-            <a href="/zh_tags/performance/" class="tag-link">Performance</a>
+            <a href="/tags/metric/" class="tag-link">Metric</a>
+            <span class="count">4</span>
+        </li>
+        
+        <li>
+            <a href="/tags/metrics/" class="tag-link">Metrics</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/profiling/" class="tag-link">Profiling</a>
+            <a href="/tags/nginx/" class="tag-link">Nginx</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/release-blog/" class="tag-link">Release Blog</a>
+            <a href="/tags/observability/" class="tag-link">Observability</a>
+            <span class="count">10</span>
+        </li>
+        
+        <li>
+            <a href="/tags/performance/" class="tag-link">Performance</a>
             <span class="count">3</span>
         </li>
         
         <li>
-            <a href="/zh_tags/service-mesh/" class="tag-link">Service Mesh</a>
+            <a href="/tags/profiling/" class="tag-link">Profiling</a>
+            <span class="count">3</span>
+        </li>
+        
+        <li>
+            <a href="/tags/python/" class="tag-link">Python</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/shardingsphere/" class="tag-link">ShardingSphere</a>
+            <a href="/tags/rds/" class="tag-link">RDS</a>
+            <span class="count">2</span>
+        </li>
+        
+        <li>
+            <a href="/tags/release-blog/" class="tag-link">Release Blog</a>
+            <span class="count">4</span>
+        </li>
+        
+        <li>
+            <a href="/tags/satellite/" class="tag-link">Satellite</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/shardingsphere-proxy/" class="tag-link">ShardingSphere-proxy</a>
+            <a href="/tags/service-mesh/" class="tag-link">Service Mesh</a>
+            <span class="count">6</span>
+        </li>
+        
+        <li>
+            <a href="/tags/sharding-sphere/" class="tag-link">Sharding-Sphere</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/skywalking/" class="tag-link">SkyWalking</a>
+            <a href="/tags/sharding-sphere-proxy/" class="tag-link">Sharding-Sphere-proxy</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/source-code/" class="tag-link">Source Code</a>
+            <a href="/tags/skywalking/" class="tag-link">SkyWalking</a>
+            <span class="count">5</span>
+        </li>
+        
+        <li>
+            <a href="/tags/spring/" class="tag-link">Spring</a>
             <span class="count">1</span>
         </li>
         
         <li>
-            <a href="/zh_tags/tracing/" class="tag-link">Tracing</a>
-            <span class="count">3</span>
+            <a href="/tags/storage/" class="tag-link">Storage</a>
+            <span class="count">2</span>
         </li>
         
         <li>
-            <a href="/zh_tags/use-case/" class="tag-link">Use Case</a>
+            <a href="/tags/testing/" class="tag-link">Testing</a>
             <span class="count">3</span>
         </li>
         
         <li>
-            <a href="/zh_tags/user-manual/" class="tag-link">User Manual</a>
-            <span class="count">16</span>
+            <a href="/tags/trace/" class="tag-link">Trace</a>
+            <span class="count">4</span>
+        </li>
+        
+        <li>
+            <a href="/tags/tracing/" class="tag-link">Tracing</a>
+            <span class="count">5</span>
+        </li>
+        
+        <li>
+            <a href="/tags/tutorial/" class="tag-link">Tutorial</a>
+            <span class="count">1</span>
+        </li>
+        
+        <li>
+            <a href="/tags/user-manual/" class="tag-link">User Manual</a>
+            <span class="count">2</span>
         </li>
         
         <li>
-            <a href="/zh_tags/video/" class="tag-link">Video</a>
-            <span class="count">8</span>
+            <a href="/tags/video/" class="tag-link">Video</a>
+            <span class="count">7</span>
         </li>
         
         <li>
-            <a href="/zh_tags/web-ui/" class="tag-link">Web UI</a>
+            <a href="/tags/web-performance/" class="tag-link">Web-performance</a>
             <span class="count">1</span>
         </li>
         
@@ -745,6 +858,7 @@ terraform apply
 </div>
 
 
+
             
 
 
@@ -773,26 +887,28 @@ terraform apply
   <ul>
     <li>
       <ul>
-        <li><a href="#背景">背景</a></li>
-        <li><a href="#什么是-amazon-cloudwatch-与-amazon-kinesis-data-firehose-">什么是 Amazon CloudWatch 与 Amazon Kinesis Data Firehose ?</a>
+        <li><a href="#background">Background</a></li>
+        <li><a href="#what-are-amazon-cloudwatch-and-amazon-kinesis-data-firehose">What are Amazon CloudWatch and Amazon Kinesis Data Firehose?</a>
           <ul>
             <li></li>
           </ul>
         </li>
-        <li><a href="#设置dynamodb监控">设置DynamoDB监控</a></li>
-        <li><a href="#skywalking-oap-指标处理分析">SkyWalking OAP 指标处理分析</a></li>
-        <li><a href="#典型指标分析">典型指标分析</a>
+        <li><a href="#setting-up-dynamodb-monitoring">Setting up DynamoDB monitoring</a></li>
+        <li><a href="#skywalking-oap-metrics-processing-analysis">SkyWalking OAP metrics processing analysis</a></li>
+        <li><a href="#typical-metrics-analysis">Typical metrics analysis</a>
           <ul>
-            <li><a href="#作用域">作用域</a></li>
-            <li><a href="#指标">指标</a></li>
-            <li><a href="#注意-1">注意</a></li>
+            <li><a href="#scope">Scope</a></li>
+            <li><a href="#metrics">Metrics</a></li>
+            <li><a href="#notice-1">Notice</a></li>
           </ul>
         </li>
         <li><a href="#demo">Demo</a>
           <ul>
-            <li><a href="#部署skywalking">部署SkyWalking</a></li>
-            <li><a href="#开启对应aws服务">开启对应AWS服务</a></li>
-            <li><a href="#完成">完成!</a></li>
+            <li><a href="#deploying-skywalking">Deploying SkyWalking</a></li>
+            <li><a href="#start-the-corresponding-aws-service">Start the corresponding AWS service</a></li>
+            <li><a href="#done">Done!</a></li>
+            <li><a href="#other-services">Other services</a></li>
+            <li><a href="#material">Material</a></li>
           </ul>
         </li>
       </ul>
@@ -854,7 +970,6 @@ terraform apply
 
 </script>
 
-
           </div>
         </div>
       </div>
@@ -4663,6 +4778,8 @@ terraform apply
 
 
 
+
+
 
 
 
@@ -4690,6 +4807,8 @@ terraform apply
             
             
             
+            
+            
 
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diff --git a/blog/2023-03-13-skywalking-aws-dynamodb/kinesis.png b/blog/2023-03-13-skywalking-aws-dynamodb/kinesis.png
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diff --git a/blog/boost-root-cause-analysis-quickly-with-skywalking-new-trace-metrics-association-feature/index.html b/blog/boost-root-cause-analysis-quickly-with-skywalking-new-trace-metrics-association-feature/index.html
index a25003580a8..f0520f250c6 100644
--- a/blog/boost-root-cause-analysis-quickly-with-skywalking-new-trace-metrics-association-feature/index.html
+++ b/blog/boost-root-cause-analysis-quickly-with-skywalking-new-trace-metrics-association-feature/index.html
@@ -33,11 +33,11 @@
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 <meta property="article:published_time" content="2022-12-19T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="Boost Root Cause Analysis Quickly With SkyWalking’s New Trace-Metrics Association Feature">
 <meta itemprop="description" content="SkyWalking 9.3.0 introduced the new capability that help you visualize the connection between traces and corresponding metrics quickly.">
 <meta itemprop="datePublished" content="2022-12-19T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="1355">
 
 
@@ -4496,6 +4496,8 @@ if (!doNotTrack) {
 
 
 
+
+
 
 
 
@@ -4523,6 +4525,8 @@ if (!doNotTrack) {
             
             
             
+            
+            
 
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diff --git a/blog/diagnose-service-mesh-network-performance-with-ebpf/index.html b/blog/diagnose-service-mesh-network-performance-with-ebpf/index.html
index 2699a734c54..37967bbc2a4 100644
--- a/blog/diagnose-service-mesh-network-performance-with-ebpf/index.html
+++ b/blog/diagnose-service-mesh-network-performance-with-ebpf/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
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 <meta property="article:published_time" content="2022-09-27T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="Diagnose Service Mesh Network Performance with eBPF">
 <meta itemprop="description" content="This article will show how to use Apache SkyWalking with eBPF to make network troubleshooting easier in a service mesh environment.">
 <meta itemprop="datePublished" content="2022-09-27T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="2314">
 
 
@@ -4688,6 +4688,8 @@ istio-system
 
 
 
+
+
 
 
 
@@ -4715,6 +4717,8 @@ istio-system
             
             
             
+            
+            
 
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diff --git a/blog/e2e-design/index.html b/blog/e2e-design/index.html
index a59dbcce684..1ec37e1a160 100644
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+++ b/blog/e2e-design/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/e2e-design/" />
 <meta property="article:published_time" content="2020-12-14T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="[Design] NGE2E - Next Generation End-to-End Testing Framework">
 <meta itemprop="description" content="The design of Next Generation End-to-End Testing Framework">
 <meta itemprop="datePublished" content="2020-12-14T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="1386">
 
 
@@ -4668,6 +4668,8 @@ func run() {
 
 
 
+
+
 
 
 
@@ -4695,6 +4697,8 @@ func run() {
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/ebpf-enhanced-http-observability-l7-metrics-and-tracing/index.html b/blog/ebpf-enhanced-http-observability-l7-metrics-and-tracing/index.html
index 35470e26d24..ca625246e98 100644
--- a/blog/ebpf-enhanced-http-observability-l7-metrics-and-tracing/index.html
+++ b/blog/ebpf-enhanced-http-observability-l7-metrics-and-tracing/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/ebpf-enhanced-http-observability-l7-metrics-and-tracing/" />
 <meta property="article:published_time" content="2023-01-12T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="eBPF enhanced HTTP observability - L7 metrics and tracing">
 <meta itemprop="description" content="This article will show how to use Apache SkyWalking with eBPF to enhance metrics and traces in HTTP observability.">
 <meta itemprop="datePublished" content="2023-01-12T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="2473">
 
 
@@ -4630,6 +4630,8 @@ make deploy.kubernetes
 
 
 
+
+
 
 
 
@@ -4657,6 +4659,8 @@ make deploy.kubernetes
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/end-user-tracing-in-a-skywalking-observed-browser/index.html b/blog/end-user-tracing-in-a-skywalking-observed-browser/index.html
index 8e64a291f99..8376940cadf 100644
--- a/blog/end-user-tracing-in-a-skywalking-observed-browser/index.html
+++ b/blog/end-user-tracing-in-a-skywalking-observed-browser/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/end-user-tracing-in-a-skywalking-observed-browser/" />
 <meta property="article:published_time" content="2021-03-25T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="End-User Tracing in a SkyWalking-Observed Browser">
 <meta itemprop="description" content="This article describes how the skywalking-client-js extends its monitoring to include the browser, providing performance metrics and error collection to the SkyWalking backend.">
 <meta itemprop="datePublished" content="2021-03-25T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
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@@ -4595,6 +4595,8 @@ designed for microservices, cloud native, and container-based (Docker, Kubernete
 
 
 
+
+
 
 
 
@@ -4622,6 +4624,8 @@ designed for microservices, cloud native, and container-based (Docker, Kubernete
             
             
             
+            
+            
 
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diff --git a/blog/how-to-use-skywalking-for-distributed-tracing-in-istio/index.html b/blog/how-to-use-skywalking-for-distributed-tracing-in-istio/index.html
index 56b217772d1..e4c1f5f7c40 100644
--- a/blog/how-to-use-skywalking-for-distributed-tracing-in-istio/index.html
+++ b/blog/how-to-use-skywalking-for-distributed-tracing-in-istio/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/how-to-use-skywalking-for-distributed-tracing-in-istio/" />
 <meta property="article:published_time" content="2022-12-14T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="How to Use SkyWalking for Distributed Tracing in Istio?">
 <meta itemprop="description" content="This blog will guide you to use SkyWalking for distributed tracing with Istio.">
 <meta itemprop="datePublished" content="2022-12-14T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
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@@ -4827,6 +4827,8 @@ kubectl delete namespace istio-system
 
 
 
+
+
 
 
 
@@ -4854,6 +4856,8 @@ kubectl delete namespace istio-system
             
             
             
+            
+            
 
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diff --git a/blog/index.html b/blog/index.html
index 10380bb8a3d..6ae1575f820 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -233,6 +233,22 @@ if (!doNotTrack) {
 		<h2>Posts in 2023</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2023-03-13-skywalking-aws-dynamodb/">Monitoring DynamoDB with SkyWalking</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Monday, March 13, 2023 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0">Background Apache SkyWalking is an open-source application performance management system that helps users collect and aggregate logs, traces, metrics, and events, and display them on the UI. Starting from OAP 9.4.0, SkyWalking has added AWS Firehose …</p>
+					<p class="pt-0 mt-0">This article shows how to use SkyWalking to monitor DynamoDB.</p>
+					<p class="pt-0"><a href="/blog/2023-03-13-skywalking-aws-dynamodb/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/2023-03-12-skywalking-aws-s3-eks/">Monitoring AWS EKS and S3 with SkyWalking</a></h5>
@@ -385,22 +401,6 @@ Apache SkyWalking is an application performance monitor tool for distributed sys
 				</div>
 			</li>
 			
-			<li class="media mb-4">
-				<div class="media-body">
-					<h5 class="mt-0 mb-1"><a href="/blog/2022-07-05-pinpoint-service-mesh-critical-performance-impact-by-using-ebpf/">Pinpoint Service Mesh Critical Performance Impact by using eBPF</a></h5>
-					<p class="mb-2 mb-md-3"><small class="text-muted">Tuesday, July 05, 2022 in Blog</small></p>
-					
-
-
-
-
-
-					<p class="pt-0 mt-0">Content Background Apache SkyWalking observes metrics, logs, traces, and events for services deployed into the service mesh. When troubleshooting, SkyWalking error analysis can be an invaluable tool helping to pinpoint where an error occurred. …</p>
-					<p class="pt-0 mt-0">Introducing performance analysis in production with SkyWalking Rover</p>
-					<p class="pt-0"><a href="/blog/2022-07-05-pinpoint-service-mesh-critical-performance-impact-by-using-ebpf/">Read more</a></p>
-				</div>
-			</li>
-			
 		</ul>
 		
 	</div>
@@ -4578,6 +4578,8 @@ Apache SkyWalking is an application performance monitor tool for distributed sys
 
 
 
+
+
 
 
 
@@ -4605,6 +4607,8 @@ Apache SkyWalking is an application performance monitor tool for distributed sys
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/index.xml b/blog/index.xml
index 024a2ce2f3f..5a8e8816bce 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -13,6 +13,375 @@
       
     
     
+    <item>
+      <title>Blog: Monitoring DynamoDB with SkyWalking</title>
+      <link>/blog/2023-03-13-skywalking-aws-dynamodb/</link>
+      <pubDate>Mon, 13 Mar 2023 00:00:00 +0000</pubDate>
+      
+      <guid>/blog/2023-03-13-skywalking-aws-dynamodb/</guid>
+      <description>
+        
+        
+        &lt;p&gt;&lt;img src=&#34;./icon.png&#34; alt=&#34;icon.png&#34;&gt;&lt;/p&gt;
+&lt;h2 id=&#34;background&#34;&gt;Background&lt;/h2&gt;
+&lt;p&gt;&lt;a href=&#34;https://skywalking.apache.org/&#34;&gt;Apache SkyWalking&lt;/a&gt; is an open-source application performance management system that helps users collect and aggregate logs, traces, metrics, and events, and display them on the UI. Starting from OAP 9.4.0, SkyWalking has added &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/setup/backend/aws-firehose-receiver/&#34;&gt;AWS Firehose receiver&lt;/a&gt;, which is used to receive and calculate the data of [...]
+&lt;h2 id=&#34;what-are-amazon-cloudwatch-and-amazon-kinesis-data-firehose&#34;&gt;What are Amazon CloudWatch and Amazon Kinesis Data Firehose?&lt;/h2&gt;
+&lt;p&gt;&lt;a href=&#34;https://aws.amazon.com/cloudwatch/&#34;&gt;Amazon CloudWatch&lt;/a&gt; is a metrics repository, this tool can collect raw data from AWS (e.g. DynamoDB) and process it into readable metrics in near real-time. Also, we can use &lt;strong&gt;Metric Stream&lt;/strong&gt; to continuously stream CloudWatch metrics to a selected target location for near real-time delivery and low latency. SkyWalking takes advantage of this feature to create metric streams and direct the [...]
+&lt;p&gt;&lt;a href=&#34;https://aws.amazon.com/kinesis/data-firehose/&#34;&gt;Amazon Kinesis Data Firehose&lt;/a&gt;is an extract, transform, and load (ETL) service that reliably captures, transforms, and delivers streaming data to data lakes, data stores, and analytics services. SkyWalking takes advantage of this feature to eventually direct the metrics stream to the aws-firehose-receiver for OAP to calculate and ultimately display the metrics.&lt;/p&gt;
+&lt;p&gt;The flow chart is as follows.&lt;/p&gt;
+&lt;p&gt;&lt;img src=&#34;./aws-service.png&#34; alt=&#34;aws-service.png&#34;&gt;&lt;/p&gt;
+&lt;h6 id=&#34;notice&#34;&gt;Notice&lt;/h6&gt;
+&lt;ul&gt;
+&lt;li&gt;Due to Kinesis Data Firehose specifications, the URL of the HTTP endpoint must use the HTTPS protocol and must use port 443. Also, this URL must be proxied by Gateway and forwarded to the real aws-firehose-receiver.&lt;/li&gt;
+&lt;li&gt;The TLS certificate must be signed by a CA and the self-signed certificate will not be trusted by Kinesis Data Firehose.&lt;/li&gt;
+&lt;/ul&gt;
+&lt;h2 id=&#34;setting-up-dynamodb-monitoring&#34;&gt;Setting up DynamoDB monitoring&lt;/h2&gt;
+&lt;p&gt;Next, let&amp;rsquo;s take DynamoDB as an example to illustrate the necessary settings in aws before using OAP to collect CloudWatch metrics:&lt;/p&gt;
+&lt;ol&gt;
+&lt;li&gt;Go to &lt;a href=&#34;https://console.aws.amazon.com/kinesis/home&#34;&gt;Kinesis Console&lt;/a&gt;, create a data stream, and select &lt;code&gt;Direct PUT&lt;/code&gt; for &lt;code&gt;Source&lt;/code&gt; and &lt;code&gt;HTTP Endpoint&lt;/code&gt; for &lt;code&gt;Destination&lt;/code&gt;. And set &lt;code&gt;HTTP Endpoint URL&lt;/code&gt; to &lt;code&gt;Gateway URL&lt;/code&gt;. The rest of the configuration options can be configured as needed.&lt;/li&gt;
+&lt;/ol&gt;
+&lt;p&gt;! [image.png](. /kinesis.png)&lt;/p&gt;
+&lt;ol start=&#34;2&#34;&gt;
+&lt;li&gt;Go to the &lt;a href=&#34;https://console.aws.amazon.com/cloudwatch/home&#34;&gt;CloudWatch Console&lt;/a&gt;, select &lt;code&gt;Metrics-Stream&lt;/code&gt; in the left control panel, and click Create metric stream. Select &lt;code&gt;AWS/DynamoDB&lt;/code&gt; for &lt;code&gt;namespace&lt;/code&gt;. Also, you can add other namespaces as needed. &lt;code&gt;Kinesis Data Firehose&lt;/code&gt; selects the data stream created in the first step. Finally, set the output format to op [...]
+&lt;/ol&gt;
+&lt;p&gt;! [cloudwatch.png](. /cloudwatch.png)&lt;/p&gt;
+&lt;p&gt;At this point, the AWS side of DynamoDB monitoring configuration is set up.&lt;/p&gt;
+&lt;h2 id=&#34;skywalking-oap-metrics-processing-analysis&#34;&gt;SkyWalking OAP metrics processing analysis&lt;/h2&gt;
+&lt;p&gt;SkyWalking uses aws-firehose-receiver to receive and decode AWS metrics streams forwarded by Gateway, and send it to &lt;a href=&#34;https://github.com/apache/skywalking/tree/master/oap-server/server-receiver-plugin/otel-receiver-plugin&#34;&gt;Opentelemetry-receiver&lt;/a&gt; for processing and transforming into SkyWalking metrics. Then, the metrics are analyzed and aggregated by &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/&#34;&gt;M [...]
+&lt;p&gt;The MAL part and the UI part of SkyWalking support users&#39; customization, to display the metrics data in a more diversified way. For details, please refer to &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/concepts-and-designs/mal/&#34;&gt;MAL doc&lt;/a&gt; and &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/ui/readme/&#34;&gt;UI doc&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;&lt;img src=&#34;./gateway_to_ui.png&#34; alt=&#34;gateway_to_ui.png&#34;&gt;&lt;/p&gt;
+&lt;h2 id=&#34;typical-metrics-analysis&#34;&gt;Typical metrics analysis&lt;/h2&gt;
+&lt;h3 id=&#34;scope&#34;&gt;Scope&lt;/h3&gt;
+&lt;p&gt;In SkyWalking, there is the concept of scope. By using scopes, we can classify and aggregate metrics more rationally. In the monitoring of DynamoDB, two of these scopes are used - Service and Endpoint.&lt;/p&gt;
+&lt;p&gt;Service represents a set of workloads that provide the same behavior for incoming requests. Commonly used as cluster-level scopes for services, user accounts are closer to the concept of clusters in AWS. So SkyWalking uses AWS account id as a key to map AWS accounts to Service types.&lt;/p&gt;
+&lt;p&gt;Similarly, Endpoint represents a logical concept, often used in services for the path of incoming requests, such as HTTP URI path or gRPC service class + method signature, and can also represent the table structure in the database. So SkyWalking maps DynamoDB tables to Endpoint type.&lt;/p&gt;
+&lt;h3 id=&#34;metrics&#34;&gt;Metrics&lt;/h3&gt;
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Metric Name&lt;/th&gt;
+&lt;th&gt;Meaning&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;
+&lt;td&gt;AccountMaxReads / AccountMaxWrites&lt;/td&gt;
+&lt;td&gt;The maximum number of read/write capacity units that can be used by an account.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;AccountMaxTableLevelReads / AccountMaxTableLevelWrites&lt;/td&gt;
+&lt;td&gt;The maximum number of read/write capacity units that can be used by a table or global secondary index of an account.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;AccountProvisionedReadCapacityUtilization / AccountProvisionedWriteCapacityUtilization&lt;/td&gt;
+&lt;td&gt;The percentage of provisioned read/write capacity units utilized by an account.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;MaxProvisionedTableReadCapacityUtilization / MaxProvisionedTableWriteCapacityUtilization&lt;/td&gt;
+&lt;td&gt;The percentage of provisioned read/write capacity utilized by the highest provisioned read table or global secondary index of an account.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;p&gt;Above are some common account metrics (Serivce scope). They are various configuration information in DynamoDB, and SkyWalking can show a complete picture of the database configuration changes by monitoring these metrics.&lt;/p&gt;
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Metric Name&lt;/th&gt;
+&lt;th&gt;Meaning&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;
+&lt;td&gt;ConsumedReadCapacityUnits / ConsumedWriteCapacityUnits&lt;/td&gt;
+&lt;td&gt;The number of read/write capacity units consumed over the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;ReturnedItemCount&lt;/td&gt;
+&lt;td&gt;The number of items returned by Query, Scan or ExecuteStatement (select) operations during the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;SuccessfulRequestLatency&lt;/td&gt;
+&lt;td&gt;The latency of successful requests to DynamoDB or Amazon DynamoDB Streams during the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;TimeToLiveDeletedItemCount&lt;/td&gt;
+&lt;td&gt;The number of items deleted by Time to Live (TTL) during the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;p&gt;The above are some common table metrics (Endpoint scope), which will also be aggregated into account metrics. These metrics are generally used to analyze the performance of the database, and users can use them to determine the reasonable level of database configuration. For example, users can track how much of their provisioned throughput is used through ConsumedReadCapicityUnits / ConsumedReadCapicityUnits to determine the reasonableness of the preconfigured throughput of a tab [...]
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Metric Name&lt;/th&gt;
+&lt;th&gt;Meaning&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;
+&lt;td&gt;UserErrors&lt;/td&gt;
+&lt;td&gt;Requests to DynamoDB or Amazon DynamoDB Streams that generate an HTTP 400 status code during the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;SystemErrors&lt;/td&gt;
+&lt;td&gt;The requests to DynamoDB or Amazon DynamoDB Streams that generate an HTTP 500 status code during the specified time period.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;ThrottledRequests&lt;/td&gt;
+&lt;td&gt;Requests to DynamoDB that exceed the provisioned throughput limits on a resource.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;tr&gt;
+&lt;td&gt;TransactionConflict&lt;/td&gt;
+&lt;td&gt;Rejected item-level requests due to transactional conflicts between concurrent requests on the same items.&lt;/td&gt;
+&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;p&gt;The above are some common error metrics, among which UserErrors are account-level metrics and the rest are table-level metrics. Users can set alarms on these metrics, and if warnings appear, then it may indicate that there are some problems with the use of the database, and users need to check and verify by themselves.&lt;/p&gt;
+&lt;h3 id=&#34;notice-1&#34;&gt;Notice&lt;/h3&gt;
+&lt;p&gt;SkyWalking&amp;rsquo;s metrics selection for DynamoDB comes directly from CloudWatch metrics, which can also be found at &lt;a href=&#34;https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/metrics-dimensions.html&#34;&gt;CloudWatch metrics doc&lt;/a&gt; to get metrics details.&lt;/p&gt;
+&lt;h2 id=&#34;demo&#34;&gt;Demo&lt;/h2&gt;
+&lt;p&gt;In this section, we will demonstrate how to use terraform to create a DynamoDB table and other AWS services that can generate metrics streams, and deploy Skywalking to complete the metrics collection.&lt;/p&gt;
+&lt;p&gt;First, you need a running gateway instance, such as &lt;a href=&#34;https://www.nginx.com/&#34;&gt;NGINX&lt;/a&gt;, which is responsible for receiving metrics streams from AWS and forwarding them to the aws-firehose-receiver. Note that the gateway needs to be configured with certificates to accept HTTPS protocol requests.&lt;/p&gt;
+&lt;p&gt;Below is an example configuration for NGINX. The configuration does not need to be identical, as long as it can send incoming HTTPS requests to &lt;code&gt;oap host:12801/aws/firehose/metrics&lt;/code&gt;.&lt;/p&gt;
+&lt;pre&gt;&lt;code&gt;server {
+        listen       443 ssl;
+        
+        ssl_certificate     /crt/test.pem;
+        ssl_certificate_key  /crt/test.key; 
+        
+        ssl_session_timeout  5m;   
+        ssl_ciphers ECDHE-RSA-AES128-GCM-SHA256:ECDHE:ECDH:AES:HIGH:!NULL:!aNULL:!MD5:!ADH:!RC4; 
+        ssl_protocols TLSv1 TLSv1.1 TLSv1.2;  
+        ssl_prefer_server_ciphers on; 
+    
+        location /aws/firehose/metrics {
+            proxy_pass http://test.xyz:12801/aws/firehose/metrics;
+        }
+    }
+&lt;/code&gt;&lt;/pre&gt;&lt;h3 id=&#34;deploying-skywalking&#34;&gt;Deploying SkyWalking&lt;/h3&gt;
+&lt;p&gt;There are various ways to deploy SkyWalking, and you can get them directly from the &lt;a href=&#34;https://github.com/apache/skywalking/releases/tag/v9.4.0&#34;&gt;release page&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;Of course, if you are more comfortable with Kubernetes, you can also find the appropriate deployment method from &lt;a href=&#34;https://github.com/apache/skywalking-kubernetes&#34;&gt;SkyWalking-kubernetes&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;Please note that no matter which deployment method you use, please make sure that the OAP and UI version is 9.4.0 or higher and that port 12801 needs to be open.&lt;/p&gt;
+&lt;p&gt;The following is an example of a deployment using the helm command.&lt;/p&gt;
+&lt;pre&gt;&lt;code&gt;export SKYWALKING_RELEASE_VERSION=4.3.0 
+export SKYWALKING_RELEASE_NAME=skywalking  
+export SKYWALKING_RELEASE_NAMESPACE=default
+
+helm install &amp;quot;${SKYWALKING_RELEASE_NAME}&amp;quot; \
+  oci://registry-1.docker.io/apache/skywalking-helm \
+  --version &amp;quot;${SKYWALKING_RELEASE_VERSION}&amp;quot; \
+  -n &amp;quot;${SKYWALKING_RELEASE_NAMESPACE}&amp;quot; \
+  --set oap.image.tag=9.4.0 \
+  --set oap.storageType=elasticsearch \
+  --set ui.image.tag=9.4.0 \
+  --set oap.ports.firehose=12801
+&lt;/code&gt;&lt;/pre&gt;&lt;h3 id=&#34;start-the-corresponding-aws-service&#34;&gt;Start the corresponding AWS service&lt;/h3&gt;
+&lt;p&gt;The terraform configuration file is as follows (example modified in&lt;a href=&#34;https://registry.terraform.io/providers/hashicorp/aws/latest/docs/resources/kinesis_firehose_delivery_stream&#34;&gt;Terraform Registry - kinesis_firehose_delivery_stream&lt;/a&gt;):&lt;/p&gt;
+&lt;details&gt;
+&lt;summary&gt;terraform configuration file &lt;/summary&gt;
+&lt;pre&gt;&lt;code&gt;provider &amp;quot;aws&amp;quot; {
+  region = &amp;quot;ap-northeast-1&amp;quot;
+  access_key = &amp;quot;[need change]your access_key&amp;quot;
+  secret_key = &amp;quot;[need change]your secret_key&amp;quot;
+}
+resource &amp;quot;aws_dynamodb_table&amp;quot; &amp;quot;basic-dynamodb-table&amp;quot; {
+  name           = &amp;quot;GameScores&amp;quot;
+  billing_mode   = &amp;quot;PROVISIONED&amp;quot;
+  read_capacity  = 20
+  write_capacity = 20
+  hash_key       = &amp;quot;UserId&amp;quot;
+  range_key      = &amp;quot;GameTitle&amp;quot;
+
+  attribute {
+    name = &amp;quot;UserId&amp;quot;
+    type = &amp;quot;S&amp;quot;
+  }
+
+  attribute {
+    name = &amp;quot;GameTitle&amp;quot;
+    type = &amp;quot;S&amp;quot;
+  }
+
+  attribute {
+    name = &amp;quot;TopScore&amp;quot;
+    type = &amp;quot;N&amp;quot;
+  }
+
+  ttl {
+    attribute_name = &amp;quot;TimeToExist&amp;quot;
+    enabled        = true
+  }
+
+  global_secondary_index {
+    name               = &amp;quot;GameTitleIndex&amp;quot;
+    hash_key           = &amp;quot;GameTitle&amp;quot;
+    range_key          = &amp;quot;TopScore&amp;quot;
+    write_capacity     = 10
+    read_capacity      = 10
+    projection_type    = &amp;quot;INCLUDE&amp;quot;
+    non_key_attributes = [&amp;quot;UserId&amp;quot;]
+  }
+
+  tags = {
+    Name        = &amp;quot;dynamodb-table-1&amp;quot;
+    Environment = &amp;quot;production&amp;quot;
+  }
+}
+
+resource &amp;quot;aws_cloudwatch_metric_stream&amp;quot; &amp;quot;main&amp;quot; {
+  name          = &amp;quot;my-metric-stream&amp;quot;
+  role_arn      = aws_iam_role.metric_stream_to_firehose.arn
+  firehose_arn  = aws_kinesis_firehose_delivery_stream.http_stream.arn
+  output_format = &amp;quot;opentelemetry0.7&amp;quot;
+
+  include_filter {
+    namespace = &amp;quot;AWS/DynamoDB&amp;quot;
+  }
+}
+
+# https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-metric-streams-trustpolicy.html
+data &amp;quot;aws_iam_policy_document&amp;quot; &amp;quot;streams_assume_role&amp;quot; {
+  statement {
+    effect = &amp;quot;Allow&amp;quot;
+
+    principals {
+      type        = &amp;quot;Service&amp;quot;
+      identifiers = [&amp;quot;streams.metrics.cloudwatch.amazonaws.com&amp;quot;]
+    }
+
+    actions = [&amp;quot;sts:AssumeRole&amp;quot;]
+  }
+}
+
+resource &amp;quot;aws_iam_role&amp;quot; &amp;quot;metric_stream_to_firehose&amp;quot; {
+  name               = &amp;quot;metric_stream_to_firehose_role&amp;quot;
+  assume_role_policy = data.aws_iam_policy_document.streams_assume_role.json
+}
+
+# https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-metric-streams-trustpolicy.html
+data &amp;quot;aws_iam_policy_document&amp;quot; &amp;quot;metric_stream_to_firehose&amp;quot; {
+  statement {
+    effect = &amp;quot;Allow&amp;quot;
+
+    actions = [
+      &amp;quot;firehose:PutRecord&amp;quot;,
+      &amp;quot;firehose:PutRecordBatch&amp;quot;,
+    ]
+
+    resources = [aws_kinesis_firehose_delivery_stream.http_stream.arn]
+  }
+}
+resource &amp;quot;aws_iam_role_policy&amp;quot; &amp;quot;metric_stream_to_firehose&amp;quot; {
+  name   = &amp;quot;default&amp;quot;
+  role   = aws_iam_role.metric_stream_to_firehose.id
+  policy = data.aws_iam_policy_document.metric_stream_to_firehose.json
+}
+
+resource &amp;quot;aws_s3_bucket&amp;quot; &amp;quot;bucket&amp;quot; {
+  bucket = &amp;quot;metric-stream-test-bucket&amp;quot;
+}
+
+resource &amp;quot;aws_s3_bucket_acl&amp;quot; &amp;quot;bucket_acl&amp;quot; {
+  bucket = aws_s3_bucket.bucket.id
+  acl    = &amp;quot;private&amp;quot;
+}
+
+data &amp;quot;aws_iam_policy_document&amp;quot; &amp;quot;firehose_assume_role&amp;quot; {
+  statement {
+    effect = &amp;quot;Allow&amp;quot;
+
+    principals {
+      type        = &amp;quot;Service&amp;quot;
+      identifiers = [&amp;quot;firehose.amazonaws.com&amp;quot;]
+    }
+
+    actions = [&amp;quot;sts:AssumeRole&amp;quot;]
+  }
+}
+
+resource &amp;quot;aws_iam_role&amp;quot; &amp;quot;firehose_to_s3&amp;quot; {
+  assume_role_policy = data.aws_iam_policy_document.firehose_assume_role.json
+}
+
+data &amp;quot;aws_iam_policy_document&amp;quot; &amp;quot;firehose_to_s3&amp;quot; {
+  statement {
+    effect = &amp;quot;Allow&amp;quot;
+
+    actions = [
+      &amp;quot;s3:AbortMultipartUpload&amp;quot;,
+      &amp;quot;s3:GetBucketLocation&amp;quot;,
+      &amp;quot;s3:GetObject&amp;quot;,
+      &amp;quot;s3:ListBucket&amp;quot;,
+      &amp;quot;s3:ListBucketMultipartUploads&amp;quot;,
+      &amp;quot;s3:PutObject&amp;quot;,
+    ]
+
+    resources = [
+      aws_s3_bucket.bucket.arn,
+      &amp;quot;${aws_s3_bucket.bucket.arn}/*&amp;quot;,
+    ]
+  }
+}
+
+resource &amp;quot;aws_iam_role_policy&amp;quot; &amp;quot;firehose_to_s3&amp;quot; {
+  name   = &amp;quot;default&amp;quot;
+  role   = aws_iam_role.firehose_to_s3.id
+  policy = data.aws_iam_policy_document.firehose_to_s3.json
+}
+
+resource &amp;quot;aws_kinesis_firehose_delivery_stream&amp;quot; &amp;quot;http_stream&amp;quot; {
+  name        = &amp;quot;metric-stream-test-stream&amp;quot;
+  destination = &amp;quot;http_endpoint&amp;quot;
+
+  http_endpoint_configuration {
+    name       = &amp;quot;test_http_endpoint&amp;quot;
+    url        = &amp;quot;[need change]Gateway url&amp;quot;
+    role_arn   = aws_iam_role.firehose_to_s3.arn
+  }
+  s3_configuration {
+    role_arn   = aws_iam_role.firehose_to_s3.arn
+    bucket_arn = aws_s3_bucket.bucket.arn
+  }
+}
+&lt;/code&gt;&lt;/pre&gt;&lt;/details&gt;
+&lt;p&gt;Steps to use.&lt;/p&gt;
+&lt;ol&gt;
+&lt;li&gt;
+&lt;p&gt;Get the access_key and secret_key of the AWS account.( For how to get them, please refer to &lt;a href=&#34;https://aws.amazon.com/premiumsupport/knowledge-center/create-access-key/&#34;&gt;create-access-key&lt;/a&gt; )&lt;/p&gt;
+&lt;/li&gt;
+&lt;li&gt;
+&lt;p&gt;Fill in the access_key and secret_key you got in the previous step, and fill in the corresponding URL of your gateway in the corresponding location of &lt;code&gt;aws_kinesis_firehose_delivery_stream&lt;/code&gt; configuration.&lt;/p&gt;
+&lt;/li&gt;
+&lt;li&gt;
+&lt;p&gt;Copy the above content and save it to the main.tf file.&lt;/p&gt;
+&lt;/li&gt;
+&lt;li&gt;
+&lt;p&gt;Execute the following code in the corresponding path.&lt;/p&gt;
+&lt;/li&gt;
+&lt;/ol&gt;
+&lt;pre&gt;&lt;code&gt;terraform init
+terraform apply
+&lt;/code&gt;&lt;/pre&gt;&lt;p&gt;At this point, all the required AWS services have been successfully created, and you can check your console to see if the services were successfully created.&lt;/p&gt;
+&lt;h3 id=&#34;done&#34;&gt;Done!&lt;/h3&gt;
+&lt;p&gt;If all the above steps were successful, please wait for about five minutes. After that, you can visit the SkyWalking UI to see the metrics.&lt;/p&gt;
+&lt;p&gt;Currently, the metrics collected by SkyWalking by default are displayed as follows.&lt;/p&gt;
+&lt;p&gt;&lt;strong&gt;account metrics:&lt;/strong&gt;&lt;/p&gt;
+&lt;p&gt;&lt;img src=&#34;./service.png&#34; alt=&#34;service.png&#34;&gt;&lt;/p&gt;
+&lt;p&gt;&lt;strong&gt;table metrics:&lt;/strong&gt;&lt;/p&gt;
+&lt;p&gt;&lt;img src=&#34;./endpoint.png&#34; alt=&#34;endpoint.png&#34;&gt;&lt;/p&gt;
+&lt;h3 id=&#34;other-services&#34;&gt;Other services&lt;/h3&gt;
+&lt;p&gt;Currently, SkyWalking officially supports EKS, S3, DynamoDB monitoring. Users also refer to &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/setup/backend/opentelemetry-receiver/&#34;&gt;the OpenTelemetry receiver&lt;/a&gt; to configure OTel rules to collect and analyze CloudWatch metrics of other AWS services and display them through &lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/ui/readme/&#34;&gt;a custom dashboard&lt;/a&gt;.&lt;/p&gt;
+&lt;h3 id=&#34;material&#34;&gt;Material&lt;/h3&gt;
+&lt;ul&gt;
+&lt;li&gt;&lt;a href=&#34;https://docs.aws.amazon.com/AmazonS3/latest/userguide/cloudwatch-monitoring.html&#34;&gt;Monitoring S3 metrics with Amazon CloudWatch&lt;/a&gt;&lt;/li&gt;
+&lt;li&gt;&lt;a href=&#34;https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/monitoring-cloudwatch.html&#34;&gt;Monitoring DynamoDB metrics with Amazon CloudWatch&lt;/a&gt;&lt;/li&gt;
+&lt;li&gt;&lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/setup/backend/aws-firehose-receiver/&#34;&gt;Supported metrics in AWS Firehose receiver of OAP&lt;/a&gt;&lt;/li&gt;
+&lt;li&gt;&lt;a href=&#34;https://skywalking.apache.org/docs/main/next/en/setup/backend/configuration-vocabulary/&#34;&gt;Configuration Vocabulary | Apache SkyWalking&lt;/a&gt;&lt;/li&gt;
+&lt;/ul&gt;
+
+      </description>
+    </item>
+    
     <item>
       <title>Blog: Monitoring AWS EKS and S3 with SkyWalking</title>
       <link>/blog/2023-03-12-skywalking-aws-s3-eks/</link>
@@ -7166,56 +7535,5 @@ At the moment of graduation in spring 2019, the project had 100 contributors. No
       </description>
     </item>
     
-    <item>
-      <title>Blog: SkyWalking alarm webhook sharing</title>
-      <link>/blog/2019-09-25-alarm-webhook-share/</link>
-      <pubDate>Wed, 25 Sep 2019 00:00:00 +0000</pubDate>
-      
-      <guid>/blog/2019-09-25-alarm-webhook-share/</guid>
-      <description>
-        
-        
-        &lt;ul&gt;
-&lt;li&gt;Author: Wei Qiang&lt;/li&gt;
-&lt;li&gt;&lt;a href=&#34;https://github.com/weiqiang333&#34;&gt;GitHub&lt;/a&gt;&lt;/li&gt;
-&lt;/ul&gt;
-&lt;h2 id=&#34;background&#34;&gt;Background&lt;/h2&gt;
-&lt;p&gt;SkyWalking backend provides the alarm function, we can define some Alarm rules, call webhook after the rule is triggered. I share my implementation&lt;/p&gt;
-&lt;h2 id=&#34;demonstration&#34;&gt;Demonstration&lt;/h2&gt;
-&lt;p&gt;&lt;img src=&#34;skywalking-UI-alarm.png&#34; alt=&#34;&#34;&gt;&lt;/p&gt;
-&lt;p align=&#34;center&#34;&gt;SkyWalking alarm UI&lt;/p&gt;
-&lt;p&gt;&lt;img src=&#34;skywalking-dingding-notify.png&#34; alt=&#34;&#34;&gt;&lt;/p&gt;
-&lt;p align=&#34;center&#34;&gt;dingtalk message body&lt;/p&gt;
-&lt;h2 id=&#34;introduction&#34;&gt;Introduction&lt;/h2&gt;
-&lt;ul&gt;
-&lt;li&gt;install&lt;/li&gt;
-&lt;/ul&gt;
-&lt;div class=&#34;highlight&#34;&gt;&lt;pre style=&#34;background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;go get -u github.com/weiqiang333/infra-skywalking-webhook
-&lt;span style=&#34;color:#0086b3&#34;&gt;cd&lt;/span&gt; &lt;span style=&#34;color:#008080&#34;&gt;$GOPATH&lt;/span&gt;/src/github.com/weiqiang333/infra-skywalking-webhook/
-bash build/build.sh
-./bin/infra-skywalking-webhook &lt;span style=&#34;color:#0086b3&#34;&gt;help&lt;/span&gt;
-&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;ul&gt;
-&lt;li&gt;Configuration&lt;/li&gt;
-&lt;/ul&gt;
-&lt;div class=&#34;highlight&#34;&gt;&lt;pre style=&#34;background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4&#34;&gt;&lt;code class=&#34;language-yaml&#34; data-lang=&#34;yaml&#34;&gt;&lt;span style=&#34;color:#000080&#34;&gt;main configs file&lt;/span&gt;:&lt;span style=&#34;color:#bbb&#34;&gt; &lt;/span&gt;configs/production.yml&lt;span style=&#34;color:#bbb&#34;&gt;
-&lt;/span&gt;&lt;span style=&#34;color:#bbb&#34;&gt;&lt;/span&gt;&lt;span style=&#34;color:#000080&#34;&gt;dingtalk&lt;/span&gt;:&lt;span style=&#34;color:#bbb&#34;&gt;
-&lt;/span&gt;&lt;span style=&#34;color:#bbb&#34;&gt;  &lt;/span&gt;&lt;span style=&#34;color:#000080&#34;&gt;p3&lt;/span&gt;:&lt;span style=&#34;color:#bbb&#34;&gt; &lt;/span&gt;token...&lt;span style=&#34;color:#bbb&#34;&gt;
-&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;ul&gt;
-&lt;li&gt;Example&lt;/li&gt;
-&lt;/ul&gt;
-&lt;div class=&#34;highlight&#34;&gt;&lt;pre style=&#34;background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;./bin/infra-skywalking-webhook --config configs/production.yml --address 0.0.0.0:8000
-&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;ul&gt;
-&lt;li&gt;SkyWalking backend alarm settings&lt;/li&gt;
-&lt;/ul&gt;
-&lt;div class=&#34;highlight&#34;&gt;&lt;pre style=&#34;background-color:#fff;-moz-tab-size:4;-o-tab-size:4;tab-size:4&#34;&gt;&lt;code class=&#34;language-yaml&#34; data-lang=&#34;yaml&#34;&gt;&lt;span style=&#34;color:#000080&#34;&gt;webhooks&lt;/span&gt;:&lt;span style=&#34;color:#bbb&#34;&gt;
-&lt;/span&gt;&lt;span style=&#34;color:#bbb&#34;&gt;  &lt;/span&gt;- http://127.0.0.1:8000/dingtalk&lt;span style=&#34;color:#bbb&#34;&gt;
-&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id=&#34;collaboration&#34;&gt;Collaboration&lt;/h2&gt;
-&lt;p&gt;Hope that we can improve together &lt;a href=&#34;https://github.com/weiqiang333/infra-skywalking-webhook&#34;&gt;webhook&lt;/a&gt;&lt;/p&gt;
-&lt;p&gt;SkyWalking alarm rules may add more metric names (eg priority name), we can send different channels by locating different levels of alerts (dingtalk / SMS / phone)&lt;/p&gt;
-&lt;p&gt;Thanks.&lt;/p&gt;
-
-      </description>
-    </item>
-    
   </channel>
 </rss>
diff --git a/blog/obs-service-mesh-vm-with-sw-and-als/index.html b/blog/obs-service-mesh-vm-with-sw-and-als/index.html
index 0dd1e7caf53..0cd9ec6572d 100644
--- a/blog/obs-service-mesh-vm-with-sw-and-als/index.html
+++ b/blog/obs-service-mesh-vm-with-sw-and-als/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/obs-service-mesh-vm-with-sw-and-als/" />
 <meta property="article:published_time" content="2021-02-21T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="Observe VM Service Meshes with Apache SkyWalking and the Envoy Access Log Service">
 <meta itemprop="description" content="In this tutorial, you can learn how to use Apache SkyWalking for service mesh observability, in Kubernetes and / or in virtual machines.">
 <meta itemprop="datePublished" content="2021-02-21T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="1285">
 
 
@@ -4557,6 +4557,8 @@ to <code>UTC +0</code>.</p>
 
 
 
+
+
 
 
 
@@ -4584,6 +4586,8 @@ to <code>UTC +0</code>.</p>
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/page/2/index.html b/blog/page/2/index.html
index fd8af3c2270..3d3899dbec6 100644
--- a/blog/page/2/index.html
+++ b/blog/page/2/index.html
@@ -232,6 +232,22 @@ if (!doNotTrack) {
 		<h2>Posts in 2022</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2022-07-05-pinpoint-service-mesh-critical-performance-impact-by-using-ebpf/">Pinpoint Service Mesh Critical Performance Impact by using eBPF</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Tuesday, July 05, 2022 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0">Content Background Apache SkyWalking observes metrics, logs, traces, and events for services deployed into the service mesh. When troubleshooting, SkyWalking error analysis can be an invaluable tool helping to pinpoint where an error occurred. …</p>
+					<p class="pt-0 mt-0">Introducing performance analysis in production with SkyWalking Rover</p>
+					<p class="pt-0"><a href="/blog/2022-07-05-pinpoint-service-mesh-critical-performance-impact-by-using-ebpf/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/2022-05-08-apache-shenyuincubating-integrated-skywalking-practice-observability/">Apache ShenYu(incubating) plugin implementation principles and observability practices</a></h5>
@@ -384,22 +400,6 @@ Apache APISIX has integrated Apache SkyWaling …</p>
 				</div>
 			</li>
 			
-			<li class="media mb-4">
-				<div class="media-body">
-					<h5 class="mt-0 mb-1"><a href="/blog/2021-12-06-extend-skywalking-with-nbb/">Extending Apache SkyWalking with non-breaking breakpoints</a></h5>
-					<p class="mb-2 mb-md-3"><small class="text-muted">Monday, December 06, 2021 in Blog</small></p>
-					
-
-
-
-
-
-					<p class="pt-0 mt-0">Non-breaking breakpoints are breakpoints specifically designed for live production environments. With non-breaking breakpoints, reproducing production bugs locally or in staging is conveniently replaced with capturing them directly in production. …</p>
-					<p class="pt-0 mt-0">SkyWalking is designed for easy customization, and with the latest release of Source&#43;&#43;, it is now easier than ever to add non-breaking breakpoints to existing SkyWalking installations.</p>
-					<p class="pt-0"><a href="/blog/2021-12-06-extend-skywalking-with-nbb/">Read more</a></p>
-				</div>
-			</li>
-			
 		</ul>
 		
 	</div>
@@ -4577,6 +4577,8 @@ Apache APISIX has integrated Apache SkyWaling …</p>
 
 
 
+
+
 
 
 
@@ -4604,6 +4606,8 @@ Apache APISIX has integrated Apache SkyWaling …</p>
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/page/3/index.html b/blog/page/3/index.html
index d8de3b5745d..56d8d31db45 100644
--- a/blog/page/3/index.html
+++ b/blog/page/3/index.html
@@ -232,6 +232,22 @@ if (!doNotTrack) {
 		<h2>Posts in 2021</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2021-12-06-extend-skywalking-with-nbb/">Extending Apache SkyWalking with non-breaking breakpoints</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Monday, December 06, 2021 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0">Non-breaking breakpoints are breakpoints specifically designed for live production environments. With non-breaking breakpoints, reproducing production bugs locally or in staging is conveniently replaced with capturing them directly in production. …</p>
+					<p class="pt-0 mt-0">SkyWalking is designed for easy customization, and with the latest release of Source&#43;&#43;, it is now easier than ever to add non-breaking breakpoints to existing SkyWalking installations.</p>
+					<p class="pt-0"><a href="/blog/2021-12-06-extend-skywalking-with-nbb/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/2021-11-23-design-of-iotdb-storage-option/">The Design of Apache IoTDB Storage Option</a></h5>
@@ -380,23 +396,6 @@ From 2020, it has dominated the open source APM market in China, and expanded 
 				</div>
 			</li>
 			
-			<li class="media mb-4">
-				<div class="media-body">
-					<h5 class="mt-0 mb-1"><a href="/blog/2021-02-07-infrastructure-monitoring/">SkyWalking 8.4 provides infrastructure monitoring</a></h5>
-					<p class="mb-2 mb-md-3"><small class="text-muted">Monday, February 08, 2021 in Blog</small></p>
-					
-
-
-
-
-
-					<p class="pt-0 mt-0"> Origin: Tetrate.io blog
- Background Apache SkyWalking&ndash; the APM tool for distributed systems&ndash; has historically focused on providing observability around tracing and metrics, but service performance is often affected by the host. The …</p>
-					<p class="pt-0 mt-0">In this tutorial, learn how to use Apache SkyWalking for infrastructure monitoring</p>
-					<p class="pt-0"><a href="/blog/2021-02-07-infrastructure-monitoring/">Read more</a></p>
-				</div>
-			</li>
-			
 		</ul>
 		
 	</div>
@@ -4577,6 +4576,8 @@ From 2020, it has dominated the open source APM market in China, and expanded 
 
 
 
+
+
 
 
 
@@ -4604,6 +4605,8 @@ From 2020, it has dominated the open source APM market in China, and expanded 
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/page/4/index.html b/blog/page/4/index.html
index 4fa2d8beb32..decd3079a9e 100644
--- a/blog/page/4/index.html
+++ b/blog/page/4/index.html
@@ -232,6 +232,23 @@ if (!doNotTrack) {
 		<h2>Posts in 2021</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2021-02-07-infrastructure-monitoring/">SkyWalking 8.4 provides infrastructure monitoring</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Monday, February 08, 2021 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0"> Origin: Tetrate.io blog
+ Background Apache SkyWalking&ndash; the APM tool for distributed systems&ndash; has historically focused on providing observability around tracing and metrics, but service performance is often affected by the host. The …</p>
+					<p class="pt-0 mt-0">In this tutorial, learn how to use Apache SkyWalking for infrastructure monitoring</p>
+					<p class="pt-0"><a href="/blog/2021-02-07-infrastructure-monitoring/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/skywalking8-4-release/">Apache SkyWalking 8.4: Logs, VM Monitoring, and Dynamic Configurations at Agent Side</a></h5>
@@ -386,22 +403,6 @@ Just 11 months ago, on Jan. 20th, 2020, SkyWalking hit the 200 contributors mark
 				</div>
 			</li>
 			
-			<li class="media mb-4">
-				<div class="media-body">
-					<h5 class="mt-0 mb-1"><a href="/blog/2020-11-21-apachecon-obs-sourcemarker/">[Video] SourceMarker - Continuous Feedback for Developers</a></h5>
-					<p class="mb-2 mb-md-3"><small class="text-muted">Saturday, November 21, 2020 in Blog</small></p>
-					
-
-
-
-
-
-					<p class="pt-0 mt-0">Today&rsquo;s monitoring solutions are geared towards operational tasks, displaying behavior as time-series graphs inside dashboards and other abstractions. These abstractions are immensely useful but are largely designed for software operators, …</p>
-					<p class="pt-0 mt-0">ApacheCon@Home 2020 Observability Track</p>
-					<p class="pt-0"><a href="/blog/2020-11-21-apachecon-obs-sourcemarker/">Read more</a></p>
-				</div>
-			</li>
-			
 		</ul>
 		
 	</div>
@@ -4582,6 +4583,8 @@ Just 11 months ago, on Jan. 20th, 2020, SkyWalking hit the 200 contributors mark
 
 
 
+
+
 
 
 
@@ -4609,6 +4612,8 @@ Just 11 months ago, on Jan. 20th, 2020, SkyWalking hit the 200 contributors mark
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/page/5/index.html b/blog/page/5/index.html
index 5b6443b2e59..a7ba9e1c494 100644
--- a/blog/page/5/index.html
+++ b/blog/page/5/index.html
@@ -232,6 +232,22 @@ if (!doNotTrack) {
 		<h2>Posts in 2020</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2020-11-21-apachecon-obs-sourcemarker/">[Video] SourceMarker - Continuous Feedback for Developers</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Saturday, November 21, 2020 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0">Today&rsquo;s monitoring solutions are geared towards operational tasks, displaying behavior as time-series graphs inside dashboards and other abstractions. These abstractions are immensely useful but are largely designed for software operators, …</p>
+					<p class="pt-0 mt-0">ApacheCon@Home 2020 Observability Track</p>
+					<p class="pt-0"><a href="/blog/2020-11-21-apachecon-obs-sourcemarker/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/2020-11-21-apachecon-obs-apisix/">[Video] Improve Apache APISIX observability with Apache SkyWalking</a></h5>
@@ -379,29 +395,6 @@ This post introduces a way to automatically profile code in production with Apac
 			
 		</ul>
 		
-		<h2>Posts in 2019</h2>
-		<ul class="list-unstyled mt-4">
-			
-			<li class="media mb-4">
-				<div class="media-body">
-					<h5 class="mt-0 mb-1"><a href="/blog/2019-09-25-alarm-webhook-share/">SkyWalking alarm webhook sharing</a></h5>
-					<p class="mb-2 mb-md-3"><small class="text-muted">Wednesday, September 25, 2019 in Blog</small></p>
-					
-
-
-
-
-
-					<p class="pt-0 mt-0"> Author: Wei Qiang GitHub  Background SkyWalking backend provides the alarm function, we can define some Alarm rules, call webhook after the rule is triggered. I share my implementation
-Demonstration SkyWalking alarm UI
-dingtalk message body …</p>
-					<p class="pt-0 mt-0"> Alerts via SkyWalking alarm webhook for better perception of tracing.</p>
-					<p class="pt-0"><a href="/blog/2019-09-25-alarm-webhook-share/">Read more</a></p>
-				</div>
-			</li>
-			
-		</ul>
-		
 	</div>
 </div>
 <div class="row pl-2 pt-2">
@@ -4580,6 +4573,8 @@ dingtalk message body …</p>
 
 
 
+
+
 
 
 
@@ -4607,6 +4602,8 @@ dingtalk message body …</p>
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/page/6/index.html b/blog/page/6/index.html
index eb2f895e85f..406e7c28191 100644
--- a/blog/page/6/index.html
+++ b/blog/page/6/index.html
@@ -232,6 +232,24 @@ if (!doNotTrack) {
 		<h2>Posts in 2019</h2>
 		<ul class="list-unstyled mt-4">
 			
+			<li class="media mb-4">
+				<div class="media-body">
+					<h5 class="mt-0 mb-1"><a href="/blog/2019-09-25-alarm-webhook-share/">SkyWalking alarm webhook sharing</a></h5>
+					<p class="mb-2 mb-md-3"><small class="text-muted">Wednesday, September 25, 2019 in Blog</small></p>
+					
+
+
+
+
+
+					<p class="pt-0 mt-0"> Author: Wei Qiang GitHub  Background SkyWalking backend provides the alarm function, we can define some Alarm rules, call webhook after the rule is triggered. I share my implementation
+Demonstration SkyWalking alarm UI
+dingtalk message body …</p>
+					<p class="pt-0 mt-0"> Alerts via SkyWalking alarm webhook for better perception of tracing.</p>
+					<p class="pt-0"><a href="/blog/2019-09-25-alarm-webhook-share/">Read more</a></p>
+				</div>
+			</li>
+			
 			<li class="media mb-4">
 				<div class="media-body">
 					<h5 class="mt-0 mb-1"><a href="/blog/2019-01-25-mesh-loadtest/">SkyWalking performance in Service Mesh scenario</a></h5>
@@ -4484,6 +4502,8 @@ In many big systems, distributed and especially microservice architectures becom
 
 
 
+
+
 
 
 
@@ -4511,6 +4531,8 @@ In many big systems, distributed and especially microservice architectures becom
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/skywalking8-4-release/index.html b/blog/skywalking8-4-release/index.html
index 1c748faf434..df00ae46b41 100644
--- a/blog/skywalking8-4-release/index.html
+++ b/blog/skywalking8-4-release/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/skywalking8-4-release/" />
 <meta property="article:published_time" content="2021-02-05T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="Apache SkyWalking 8.4: Logs, VM Monitoring, and Dynamic Configurations at Agent Side">
 <meta itemprop="description" content="Logs, VM Monitoring, and Dynamic Configurations at Agent Side">
 <meta itemprop="datePublished" content="2021-02-05T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="631">
 
 
@@ -4471,6 +4471,8 @@ Figure 5: Grouped Service Topology</p>
 
 
 
+
+
 
 
 
@@ -4498,6 +4500,8 @@ Figure 5: Grouped Service Topology</p>
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/blog/skywalkings-new-storage-feature-based-on-shardingsphere-proxy-mysql-sharding/index.html b/blog/skywalkings-new-storage-feature-based-on-shardingsphere-proxy-mysql-sharding/index.html
index 0a41d1ba201..86bba4a8ed0 100644
--- a/blog/skywalkings-new-storage-feature-based-on-shardingsphere-proxy-mysql-sharding/index.html
+++ b/blog/skywalkings-new-storage-feature-based-on-shardingsphere-proxy-mysql-sharding/index.html
@@ -33,11 +33,11 @@
 <meta property="og:type" content="article" />
 <meta property="og:url" content="/blog/skywalkings-new-storage-feature-based-on-shardingsphere-proxy-mysql-sharding/" />
 <meta property="article:published_time" content="2022-12-06T00:00:00+00:00" />
-<meta property="article:modified_time" content="2023-03-13T23:26:31+08:00" />
+<meta property="article:modified_time" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="name" content="SkyWalking&#39;s New Storage Feature Based on ShardingSphere-Proxy: MySQL-Sharding">
 <meta itemprop="description" content="Based on MySQL storage, SkyWalking v9.3.0 provides a new storage method: MySQL-Sharding. It supports database and table sharding features thanks to ShardingSphere-Proxy, which is a mature solution for dealing with relational databases’ massive amounts of data.">
 <meta itemprop="datePublished" content="2022-12-06T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2023-03-13T23:26:31+08:00" />
+<meta itemprop="dateModified" content="2023-03-15T15:46:36+08:00" />
 <meta itemprop="wordCount" content="1300">
 
 
@@ -4606,6 +4606,8 @@ logicTableName_20220908</p>
 
 
 
+
+
 
 
 
@@ -4633,6 +4635,8 @@ logicTableName_20220908</p>
             
             
             
+            
+            
 
             <div class="item"
                  data-img=""
diff --git a/docs/index.html b/docs/index.html
index 405c0f4ae21..c1a2732518f 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -5952,6 +5952,8 @@ if (!doNotTrack) {
 
 
 
+
+
 
 
 
@@ -5979,6 +5981,8 @@ if (!doNotTrack) {
             
             
             
+            
+            
 
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@@ -5923,6 +5925,8 @@ and OAP server would convert metrics into native format and forward them to <a h
             
             
             
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@@ -6691,6 +6693,8 @@ note: The number and order of labels must match the number and order of relabels
             
             
             
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@@ -6254,6 +6256,8 @@ There are two ways to report segment data: one segment per request or segment ar
             
             
             
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@@ -5838,6 +5838,8 @@ context, with key/value string.</li>
 
 
 
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@@ -5865,6 +5867,8 @@ context, with key/value string.</li>
             
             
             
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@@ -5989,6 +5989,8 @@ metrics query.</li>
 
 
 
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@@ -5953,6 +5955,8 @@ q* Add Spring Sleuth dashboard to general service instance.</li>
             
             
             
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@@ -6049,6 +6051,8 @@ variable <code>SW_SERVER_PORT</code> to change the port. Other Spring-related co
             
             
             
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diff --git a/docs/main/next/en/concepts-and-designs/event/index.html b/docs/main/next/en/concepts-and-designs/event/index.html
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@@ -5952,6 +5952,8 @@ note that not all the events are supported by the exporter for now.</p>
 
 
 
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@@ -5979,6 +5981,8 @@ note that not all the events are supported by the exporter for now.</p>
             
             
             
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diff --git a/docs/main/next/en/concepts-and-designs/lal/index.html b/docs/main/next/en/concepts-and-designs/lal/index.html
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@@ -6288,6 +6288,8 @@ has been configured.</p>
 
 
 
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@@ -6036,6 +6036,8 @@ are located at <code>$CLASSPATH/otel-rules</code>, <code>$CLASSPATH/meter-analyz
 
 
 
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@@ -6063,6 +6065,8 @@ are located at <code>$CLASSPATH/otel-rules</code>, <code>$CLASSPATH/meter-analyz
             
             
             
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@@ -5834,6 +5834,8 @@ if (!doNotTrack) {
 
 
 
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@@ -5832,6 +5832,8 @@ the (0, 100) range.</li>
 
 
 
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@@ -5990,6 +5990,8 @@ disable(top_n_database_statement);
 
 
 
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@@ -5868,6 +5868,8 @@ ElasticSearch, H2, MySQL, TiDB, BanyanDB, or implement your own.</li>
 
 
 
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@@ -5895,6 +5897,8 @@ ElasticSearch, H2, MySQL, TiDB, BanyanDB, or implement your own.</li>
             
             
             
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diff --git a/docs/main/next/en/concepts-and-designs/probe-introduction/index.html b/docs/main/next/en/concepts-and-designs/probe-introduction/index.html
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@@ -5870,6 +5870,8 @@ persistence.</li>
 
 
 
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@@ -5891,6 +5891,8 @@ eBPF</strong></a></p>
 
 
 
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@@ -5855,6 +5855,8 @@ It is very important to end users that SkyWalking has the ability to accept and
 
 
 
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@@ -7604,6 +7604,8 @@ including auto instrument agents (like Java and .NET), OpenCensus SkyWalking exp
 
 
 
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@@ -5935,6 +5935,8 @@ Read <a href="https://skywalking.apache.org/blog/2021-09-12-skywalking-python-pr
 
 
 
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@@ -5852,6 +5852,8 @@ instrument codes work for you. That&rsquo;s it!</p>
 
 
 
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@@ -5868,6 +5868,8 @@ We recommend saving cache classes to memory, if it takes up more memory space. A
 
 
 
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@@ -5837,6 +5837,8 @@ catch up your setting. Or you set the <code>persistentPeriod</code> less than th
 
 
 
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@@ -5846,6 +5846,8 @@ The Eclipse Checkstyle plug-in integrates the Checkstyle Java code auditor into
 
 
 
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@@ -5841,6 +5841,8 @@ Simply follow these steps:</p>
 
 
 
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@@ -5853,6 +5853,8 @@ Enhance the task thread with the following code.</p>
 
 
 
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@@ -5845,6 +5845,8 @@ Users still could choose to adjust ElasticSearch&rsquo;s shard number(<code>SW_S
 
 
 
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@@ -5837,6 +5837,8 @@ When service name is registered, ElasticSearch will create this column by defaul
 
 
 
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@@ -5851,6 +5851,8 @@ As the agent has also been enhanced in the latest versions, according to the Sky
 
 
 
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@@ -5821,6 +5821,8 @@ Then, set up the backend address to the new SkyWalking OAP cluster.</li>
 
 
 
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@@ -5844,6 +5844,8 @@ Since V9.1, SQL Database: move <code>Tags list</code> from <code>Segment</code>,
 
 
 
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