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arXiv 2102.00422cs.DCq-bio.QM
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基于信任的生物仿真环境下的基于调度器的分布式计算方法

A Trust-Based Approach for Volunteer-Based Distributed Computing in the Context of Biological Simulation

Sven Hofmann

摘要:

随着模拟复杂的生物过程对现代医学变得越来越重要,需要新的方法来计算这些日益具有挑战性的数据。本文分析了目前应用最广泛的基于志愿者的分布式计算系统folding@home,并在此基础上提出了一种基于信任的分布式计算方法,分析了其优缺点。这种方法使用受信任的社区,这些社区是所有可用客户端的子集,它们相互信任。使用这样的TC,系统变得更加有机,并更好地响应恶意或故障客户端。

英文摘要:

As simulating complex biological processes become more important for modern medicine, new ways to compute this increasingly challenging data are necessary. In this paper, one of the most extensive volunteer-based distributed computing systems, called folding@home, is analyzed, and a trust-based approach is developed based upon it. Afterward, all advantages and disadvantages are presented. This approach uses trusted communities that are a subset of all available clients where they trust each other. Using such TCs, the system becomes more organic and responds better to malicious or malfunctioning clients.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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