Accountable MapReduce in cloud computing

@article{Xiao2011AccountableMI,
  title={Accountable MapReduce in cloud computing},
  author={Zhifeng Xiao and Yang Xiao},
  journal={2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
  year={2011},
  pages={1082-1087}
}
In this paper, we propose Accountable MapReduce, which forces each machine to be held responsible for its behavior. We set up a group of auditors to perform an Accountability Test (A-test) which will check all working machines and detect malicious nodes in real time. 
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