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Posted to cvs@incubator.apache.org by Apache Wiki <wi...@apache.org> on 2016/11/02 15:43:16 UTC
[Incubator Wiki] Update of "November2016" by DeronEriksson
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The "November2016" page has been changed by DeronEriksson:
https://wiki.apache.org/incubator/November2016?action=diff&rev1=26&rev2=27
Comment:
SystemML status update for November 2016
SystemML provides declarative large-scale machine learning (ML) that aims at
flexible specification of ML algorithms and automatic generation of hybrid
runtime plans ranging from single node, in-memory computations, to distributed
- computations such as Apache Hadoop MapReduce and Apache Spark.
+ computations running on Apache Hadoop MapReduce and Apache Spark.
SystemML has been incubating since 2015-11-02.
Three most important issues to address in the move towards graduation:
- 1.
- 2.
- 3.
+ - Grow SystemML community: increase mailing list activity,
+ increase adoption of SystemML for scalable machine learning, encourage
+ data scientists to adopt DML and PyDML algorithm scripts, respond to
+ user feedback to ensure SystemML meets the requirements of real-world
+ situations, write papers, and present talks about SystemML.
+ - Continue to produce releases.
+ - Increase the diversity of our project's contributors and committers.
- Any issues that the Incubator PMC (IPMC) or ASF Board wish/need to be
+ Any issues that the Incubator PMC (IPMC) or ASF Board wish/need to be aware
- aware of?
+ of?
+ NONE.
-
- How has the community developed since the last report?
-
-
-
- How has the project developed since the last report?
+ How has the community developed since the last report?
+ Our mailing list from August through October had 375 messages on a wide range
+ of topics. We have gained 4 new contributors to the main project since August
+ 1st. Our website has been redesigned with the help of several design engineers
+ and we have commits from 3 new contributors to the website project. On GitHub,
+ the project has been starred 417 times and forked 156 times.
+ Niketan Pansare gave a talk with the title "Apache SystemML - Declarative
+ Machine Learning at Scale" on October 7th in the CS graduate seminar at UC
+ Merced. Matthias Boehm gave a talk on "Compressed Linear Algebra for Large-
+ Scale Machine Learning" at TU Dresden on August 30th. We presented the papers
+ "Compressed Linear Algebra for Large-Scale Machine Learning" (research paper +
+ poster) and "SystemML: Declarative Machine Learning on Spark" (industry paper)
+ at VLDB'16. The "Compressed Linear Algebra for Large-Scale Machine Learning"
+ paper won the VLDB 2016 Best Paper Award. We gave two 90 minute tutorials at the
+ BOSS'16 workshop, co-located with VLDB'16, and our paper "SPOOF: Sum-Product
+ Optimization and Operator Fusion for Large-Scale Machine Learning" has been
+ accepted at CIDR'17.
+ How has the project developed since the last report?
+ The main project has had 213 commits since August 1. The website project has
+ had 51 commits since August 1. Since August 1, 241 issues have been reported
+ on our JIRA site and 137 issues have been resolved or closed. 79 pull requests
+ have been created since August 1, and 72 pull requests have been closed.
Date of last release:
- XXXX-XX-XX
+ 2016-06-15 (version 0.10.0-incubating)
When were the last committers or PMC members elected?
-
+ 2016-05-07 Glenn Weidner
+ 2016-05-07 Faraz Makari Manshadi
Signed-off-by:
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