Github user CodingCat commented on the pull request:

    https://github.com/apache/spark/pull/228#issuecomment-38636442
  
    @kayousterhout @mridulm addressed the concurrency issue in Accumulator, 
handle speculative case in DAGScheduler (identify the speculative task by 
checking if there is an earlier task ran on the same partition)


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