基于WAN的工作站集群的延迟容忍算法

Bernd Helzer, M. Clement, Q. Snell, Brigham Young
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引用次数: 0

摘要

传统超级计算机和工作站集群之间最大的区别之一是处理器之间发送消息所涉及的延迟。基于广域网(WAN)的工作站集群在不同地理位置的机器之间可能会遇到严重的延迟。网络技术的改进可以实现边际改进,但光延迟的速度不能降低。本研究开发了更能容忍延迟的模板算法。这些算法可以用来解决有限元问题,以及其他问题,其中邻居通信的使用。如果要使用Internet上的大量机器来执行并行计算,那么容忍延迟的算法是必不可少的。
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Latency tolerant algorithms for WAN based workstation clusters
One of the biggest differences between traditional supercomputers and workstation clusters is the latency involved in sending a message between processors. Wide Area Network (WAN) based workstation clusters can experience significant latency between machines at different geographical positions. Improvements in network technology can achieve marginal improvements, but the speed of light delays cannot be decreased. This research develops stencil algorithms that are more tolerant of latency. These algorithms can be used to solve finite element problems as well as other problems where neighbor communications are used. Latency tolerant algorithms are essential if a large number of machines on the Internet are to be used in performing a parallel computation.
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