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https://issues.apache.org/jira/browse/TEZ-394?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15497160#comment-15497160
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Rohini Palaniswamy commented on TEZ-394:
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In case of a dag - RootV1->IntermediateV1->IntermediateV2-LeafV1
RootV2->LeafV1 (Root vertices are those reading input from hdfs or other
sources)
The scheduling priority currently is
1) RootV1, RootV2 (no particular order)
2) IntermediateV1
3) IntermediateV2
4) LeafV1
It should be
1) RootV1, RootV2
2) IntermediateV1
3) RootV2 , IntermediateV2 (Root vertex should be given priority over
intermediate when there is no shuffle dependency. In cases where Root vertex
also has shuffle dependencies order does not matter)
4) LeafV1
This should also partially help with TEZ-3274 cases where the root input
vertex also takes a shuffle input. The root vertex tasks will be scheduled lot
later. TEZ-3274 is still required for slow start of tasks based on the shuffle
input completion.
> Better scheduling for uneven DAGs
> ---------------------------------
>
> Key: TEZ-394
> URL: https://issues.apache.org/jira/browse/TEZ-394
> Project: Apache Tez
> Issue Type: Sub-task
> Reporter: Rohini Palaniswamy
>
> Consider a series of joins or group by on dataset A with few datasets that
> takes 10 hours followed by a final join with a dataset X. The vertex that
> loads dataset X will be one of the top vertexes and initialized early even
> though its output is not consumed till the end after 10 hours.
> 1) Could either use delayed start logic for better resource allocation
> 2) Else if they are started upfront, need to handle failure/recovery cases
> where the nodes which executed the MapTask might have gone down when the
> final join happens.
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