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An implementation of credibility-based job scheduling method in volunteer computing systems

机译:基于信誉的作业调度方法在志愿者计算系统中的实现

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This paper addresses a job scheduling problem in Volunteer Computing (VC) systems, where some malicious participant may return incorrect results (sabotaging). Credibility-based job scheduling method, namely ENR-ECJ, is a promising approach to realize high-performance and sabotage-tolerant VC systems based on the credibility of each participant (worker). However, managing the credibility values in the management node may cause considerable performance degradation of whole the system. By implementing ENR-ECJ into a small scale VC system, this paper demonstrates the primacy of ENR-ECJ over existing methods and reveals its condition through the performance evaluation for various number of workers. The results show that ENR-EJC improves the overall performance about 10% when the access frequency of workers is less than 2 per second.
机译:本文解决了志愿者计算(VC)系统中的作业调度问题,其中某些恶意参与者可能会返回不正确的结果(破坏)。基于信誉的作业调度方法,即ENR-ECJ,是一种基于每个参与者(工作人员)的信誉来实现高性能和防破坏的VC系统的有前途的方法。但是,在管理节点中管理可信度值可能会导致整个系统的性能显着下降。通过将ENR-ECJ实施到小型VC系统中,本文证明了ENR-ECJ在现有方法上的重要性,并通过对各种工人的绩效评估来揭示其条件。结果表明,当工作人员的访问频率小于每秒2次时,ENR-EJC可以将整体性能提高大约10%。

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