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

机译:志愿者计算系统中基于信誉的作业调度方法的实现

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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:本文在志愿者计算(VC)系统中解决了作业调度问题,其中一些恶意参与者可能会返回错误的结果(破坏)。基于信誉的作业调度方法,即ENR-ECJ,是一种有希望的方法,可以根据每个参与者(工人)的可信度来实现高性能和破坏性宽容VC系统。但是,管理管理节点中的可信度值可能会导致整个系统的相当大的性能下降。通过将enR-ECJ实施到一个小规模VC系统中,本文展示了enR-ECJ的原始方法,通过对各种工人的绩效评估来揭示其条件。结果表明,当工人的访问频率小于每秒2时,ENR-EJC提高了大约10%的总体性能。

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