光分组交换机在高性能应用中的性能评估

Hugo Meyer, J. Sancho, W. Miao, H. Dorren, N. Calabretta, Montse Farreras
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引用次数: 5

摘要

本文分析了光分组交换机(OPS)对并行高性能计算应用的性能影响。由于这些设备不能存储光,如果在访问交换机的同一输出端口时发生碰撞,只有一个数据包可以继续,其他数据包被丢弃。分析的重点是OPS中数据包冲突的负面影响以及随后丢失数据包的重新传输。为了进行分析,我们开发了一个系统模拟器来模拟真实的高性能计算应用流量和光网络设备(如OPS)的行为。通过使用真实的应用程序跟踪,我们分析了消息重传如何影响并行执行。此外,我们还开发了一种方法,允许处理应用程序跟踪和确定包并发性。并发性评估应用程序可以在网络中同时传输的数据包数量。结果表明,有一些应用可以从OPS技术的优势中受益。考虑到所分析的应用程序,这些应用程序显示的数据包并发性低于1%;然而,还有其他应用程序的性能可能会受到高达65%的影响。这种影响主要取决于应用程序流量行为,而应用程序流量行为是通过我们提出的方法成功表征的。
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Performance evaluation of Optical Packet Switches on high performance applications
This paper analyzes the performance impact of Optical Packet Switches (OPS) on parallel HPC applications. Because these devices cannot store light, in case of a collision for accessing the same output port in the switch only one packet can proceed and the others are dropped. The analysis focuses on the negative impact of packet collisions in the OPS and subsequent re-transmissions of dropped packets. To carry out this analysis we have developed a system simulator that mimics the behavior of real HPC application traffic and optical network devices such as the OPS. By using real application traces we have analyzed how message re-transmissions could affect parallel executions. In addition, we have also developed a methodology that allows to process applications traces and determine packet concurrency. The concurrency evaluates the amount of simultaneous packets that applications could transmit in the network. Results have shown that there are applications that can benefit from the advantages of OPS technology. Taking into account the applications analyzed, these applications are the ones that show less than 1% of packet concurrency; whereas there are other applications where their performance could be impacted by up to 65%. This impact is mostly dependent on application traffic behavior that is successfully characterized by our proposed methodology.
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