Achieving Accountable MapReduce in cloud computing

MapReduce is a programming model that is capable of processing large data sets in distributed computing environments. The original MapReduce model was designed to be fault-tolerant in case of various network abnormalities. However, fault-tolerance does not guarantee that each working machine will be completely accountable; when nodes are malicious, they may intentionally misrepresent the processing result during mapping or reducing, and they may...