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https://issues.apache.org/jira/browse/SYSTEMML-739?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16043214#comment-16043214
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Niketan Pansare commented on SYSTEMML-739:
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Hi Janardhan,
Welcome to SystemML community !!
Here is a light-weight parameter server implementation that you can look at:
https://github.com/dmlc/ps-lite and the corresponding paper:
https://www.cs.cmu.edu/~muli/file/parameter_server_osdi14.pdf
To integrate a parameter server with SystemML, you might want to look into how
SystemML's bufferpool work and how one can extend DML to support model
parallelism. You can begin by reading the papers
http://www.vldb.org/pvldb/vol9/p1425-boehm.pdf and
https://arxiv.org/pdf/1503.06384.pdf.
Thanks,
Niketan.
> Explore model-parallel constructs in DML
> ----------------------------------------
>
> Key: SYSTEMML-739
> URL: https://issues.apache.org/jira/browse/SYSTEMML-739
> Project: SystemML
> Issue Type: Task
> Reporter: Niketan Pansare
>
> An example of such construct is providing access to the parameter server.
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