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From "Janardhan (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SYSTEMML-1695) Create design/investigation document for parameter server
Date Thu, 15 Jun 2017 13:22:00 GMT

    [ https://issues.apache.org/jira/browse/SYSTEMML-1695?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16050465#comment-16050465
] 

Janardhan commented on SYSTEMML-1695:
-------------------------------------

A starting point..
{color:#14892c}https://docs.google.com/document/d/1AOW53numMJSF_msGvo1lekpyv7_3VF51i6xAjNCEC9I/edit?usp=sharing{color}

> Create design/investigation document for parameter server
> ---------------------------------------------------------
>
>                 Key: SYSTEMML-1695
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1695
>             Project: SystemML
>          Issue Type: Sub-task
>            Reporter: Niketan Pansare
>
> Here are relevant links:
> - https://issues.apache.org/jira/browse/SPARK-4590
> - https://issues.apache.org/jira/browse/SPARK-6932
> - https://docs.google.com/document/d/1SX3nkmF41wFXAAIr9BgqvrHSS5mW362fJ7roBXJm06o/edit
> This document need not cover how to integrate a parameter server in SystemML (which comes
later), but should discuss following questions:
> 1. Should we integrate existing parameter server implementation or build one from scratch
? What are the pros and cons of each approaches ? For example: https://github.com/rjagerman/glint
> 2. If we plan to integrate existing parameter server implementation, what is the interface
? (for exampe: update(matrix, new matrix) or update(matrix, delta)).
> 3. Can parameter server help in ML algorithms ? Some experiments might be helpful.



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