An analytical model for hypercubes in the presence of multiple time-scale bursty traffic

被引:2
|
作者
Min, Geyong [1 ]
Ould-Khaoua, Mohamed
Loucif, Samia
Yin, Hao
机构
[1] Univ Bradford, Sch Informat, Dept Comp, Bradford BD7 1DP, W Yorkshire, England
[2] Univ Glasgow, Dept Comp Sci, Glasgow G12 8RZ, Lanark, Scotland
[3] Tsinghua Univ, Dept Comp Sci, Beijing 100084, Peoples R China
关键词
parallel computers; interconnection networks; analytical modelling; message latency; performance evaluation;
D O I
10.1016/j.sysarc.2005.12.004
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The interconnection network is one of the most critical architectural components in a parallel computer as any interaction between individual processors ultimately depends on its effectiveness. Recent studies have shown that traffic workloads in many parallel computation environments reveal burstiness over a number of time-scales, which has a considerable impact on network performance. Analytical modelling plays an important role in obtaining a clear understanding of the performance of interconnection networks with various design spaces and operating under different traffic conditions. This paper proposes a concise analytical model for the hypercube operating under multiple time-scale bursty traffic. The validity of the model is demonstrated by comparing analytical results to those obtained through simulation experiments of the actual system. The analytical model is then applied to evaluate the impact of multiple time-scale bursty traffic on the performance of hypercubes and investigate the effects of Hurst parameters of the traffic. (C) 2006 Elsevier B.V. All rights reserved.
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页码:423 / 431
页数:9
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