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https://issues.apache.org/jira/browse/MAPREDUCE-4049?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13558770#comment-13558770
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Avner BenHanoch commented on MAPREDUCE-4049:
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Hi Alejandro,
Thanks for your comprehensive answer and code. It is important for me to
agree with you on all the details before I go to implementation.
Kindly, please let me know if you agree on all the bullets below:
# I’ll Keep consumer & producer in the same JIRA and submit one patch when all
is ready (since this JIRA issue deals with generic shuffle service as set of
two plugins). I’ll do my best to do it as soon as possible within few days.
# The consumer will be according to all our agreements so far
# The producer will be according to your code and remarks.
# Also, I understand that in _"... remove that line and discover, instantiate
and initialize the provider plugin"_ you simply mean _"... remove that line and
call multiShuffleProviderPlugin.initialize()"_
# In addition, I’ll move the current call _shuffleConsumerPlugin.destroy()_
from _TaskTracker.close()_ method into _TaskTracker.shutdown()_ method – this
will match the move of _shuffleConsumerPlugin.initialize_ into TT CTOR.
Thanks,
Avner
> plugin for generic shuffle service
> ----------------------------------
>
> Key: MAPREDUCE-4049
> URL: https://issues.apache.org/jira/browse/MAPREDUCE-4049
> Project: Hadoop Map/Reduce
> Issue Type: Sub-task
> Components: performance, task, tasktracker
> Affects Versions: 1.0.3, 1.1.0, 2.0.0-alpha, 3.0.0
> Reporter: Avner BenHanoch
> Assignee: Avner BenHanoch
> Labels: merge, plugin, rdma, shuffle
> Fix For: 3.0.0
>
> Attachments: HADOOP-1.x.y.patch, Hadoop Shuffle Plugin Design.rtf,
> MAPREDUCE-4049--branch-1.patch, mapreduce-4049.patch
>
>
> Support generic shuffle service as set of two plugins: ShuffleProvider &
> ShuffleConsumer.
> This will satisfy the following needs:
> # Better shuffle and merge performance. For example: we are working on
> shuffle plugin that performs shuffle over RDMA in fast networks (10gE, 40gE,
> or Infiniband) instead of using the current HTTP shuffle. Based on the fast
> RDMA shuffle, the plugin can also utilize a suitable merge approach during
> the intermediate merges. Hence, getting much better performance.
> # Satisfy MAPREDUCE-3060 - generic shuffle service for avoiding hidden
> dependency of NodeManager with a specific version of mapreduce shuffle
> (currently targeted to 0.24.0).
> References:
> # Hadoop Acceleration through Network Levitated Merging, by Prof. Weikuan Yu
> from Auburn University with others,
> [http://pasl.eng.auburn.edu/pubs/sc11-netlev.pdf]
> # I am attaching 2 documents with suggested Top Level Design for both plugins
> (currently, based on 1.0 branch)
> # I am providing link for downloading UDA - Mellanox's open source plugin
> that implements generic shuffle service using RDMA and levitated merge.
> Note: At this phase, the code is in C++ through JNI and you should consider
> it as beta only. Still, it can serve anyone that wants to implement or
> contribute to levitated merge. (Please be advised that levitated merge is
> mostly suit in very fast networks) -
> [http://www.mellanox.com/content/pages.php?pg=products_dyn&product_family=144&menu_section=69]
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