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https://issues.apache.org/jira/browse/MAPREDUCE-1800?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12870303#action_12870303
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Joydeep Sen Sarma commented on MAPREDUCE-1800:
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btw - we don't need distributed failure detection to cover the case of
application errors while fetching map outputs. if the map side task tracker
encounters enough failures while retrieving map outputs - it can either commit
suicide or report this fact directly to the JT (instead of relying on the
reducer to do so). in that sense - such application errors are no different
from errors while trying to execute map/reduce tasks.
it seems that the only non-trivial cases that the reducer needs to report about
are network error cases - that are inherently symmetric in nature. the onus
then shifts to the JT to infer which party is to blame (if any) by looking at
the collective set of errors being reported in the system.
> using map output fetch failures to blacklist nodes is problematic
> -----------------------------------------------------------------
>
> Key: MAPREDUCE-1800
> URL: https://issues.apache.org/jira/browse/MAPREDUCE-1800
> Project: Hadoop Map/Reduce
> Issue Type: Bug
> Reporter: Joydeep Sen Sarma
>
> If a mapper and a reducer cannot communicate, then either party could be at
> fault. The current hadoop protocol allows reducers to declare nodes running
> the mapper as being at fault. When sufficient number of reducers do so - then
> the map node can be blacklisted.
> In cases where networking problems cause substantial degradation in
> communication across sets of nodes - then large number of nodes can become
> blacklisted as a result of this protocol. The blacklisting is often wrong
> (reducers on the smaller side of the network partition can collectively cause
> nodes on the larger network partitioned to be blacklisted) and
> counterproductive (rerunning maps puts further load on the (already) maxed
> out network links).
> We should revisit how we can better identify nodes with genuine network
> problems (and what role, if any, map-output fetch failures have in this).
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