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https://issues.apache.org/jira/browse/TEZ-4067?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ahmed Hussein reassigned TEZ-4067:
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Assignee: Ahmed Hussein
> Tez Speculation decision is calculated on each update by the dispatcher
> -----------------------------------------------------------------------
>
> Key: TEZ-4067
> URL: https://issues.apache.org/jira/browse/TEZ-4067
> Project: Apache Tez
> Issue Type: Improvement
> Reporter: Ahmed Hussein
> Assignee: Ahmed Hussein
> Priority: Minor
>
> LegacySpeculator is an object field in VertexImpl. Therefore, all events are
> handled synchronously by the caller (dispatcher). This implies the following:
> # the dispatcher spends long time executing updateStatus as it needs to
> check the runtime estimation of the tezAttempts within the vertex.
> # the speculator is per stage: lunching a speculation may not the optimum
> decision. Ideally, based on resources, speculated tasks should be the ones
> with slowest progress.
> # the time between speculation is skewed because there is a big delay for
> the dispatcher to complete a full cycle. Also, speculation will be more
> aggressive compared to MR because MR waits for
> "soonest.retry.after.speculate" whenever a task is speculated. On the other
> hand, Tez speculates more tasks as it processes stages in parallel.
>
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