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Task Trackers running out of memory

 We are having an issue where multiple Task Trackers are running out of
memory. I have collected HeapDump on those TaskTrackers to analyze further.
They are currently running with 1GB Heap. we are planning to bump it to
2GB, Is there a way that we can find which Job is causing this OOM on TT's ?

Any help is appreciated.