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The Effect of Contention on the Scalability of Page-Based Software Shared Memory Systems
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The Effect of Contention on the Scalability of Page-Based Software Shared Memory Systems
Eyal de Lara5, Honghui Lu5, Y. Charlie6, Alan L. Cox6 and Willy Zwaenepoel6
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Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005, USA |
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Department of Computer Science, Rice University, Houston, TX 77005, USA |
Abstract
In this paper, we examine the causes and effects of contention for shared data access in parallel programs running on a software
dis- tributed shared memory (DSM) system. Specifically, we experiment on two widely-used, page-based protocols, Princeton’s home-based lazy re- lease
consistency (HLRC) and TreadMarks. For most of our programs, these protocols were equally affected by latency increases caused
by con- tention and achieved similar performance. Where they differ significantly, HLRC’s ability to manually eliminate load
imbalance was the largest fac- tor accounting for the difference. To quantify the effects of contention we either modified
the application to eliminate the cause of the contention or modified the underlying protocol to efficiently handle it. Overall,
we find that contention has profound effects on performance: eliminating contention reduced execution time by 64% in the most
extreme case, even at the relatively modest scale of 32 nodes that we consider in this paper.
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