Title :
KSR1 multiprocessor: analysis of latency hiding techniques in a sparse solver
Author :
Windheiser, Daniel ; Boyd, Eric L. ; Hao, Eric ; Abraham, Santosh G. ; Davidson, Edward S.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
This paper analyzes and evaluates some novel latency hiding features of the KSR1 multiprocessor: prefetch and poststore instructions and automatic updates. As a case study, the authors analyze the performance of an iterative sparse solver which generates irregular communications. They show that automatic updates significantly reduce the amount of communication. Although prefetch and poststore instructions reduce the coherence miss ratios, they do not significantly improve the sparse solver performance due to the overhead in executing these instructions
Keywords :
distributed memory systems; iterative methods; matrix algebra; parallel algorithms; KSR1 multiprocessor; NUMA systems; automatic updates; coherence miss ratios; distributed memory systems; irregular communications; latency hiding techniques; message passing; poststore instructions; prefetch; sparse solver; Bandwidth; Costs; Delay; Magnetic heads; Parallel processing; Performance analysis; Prefetching; Processor scheduling; Programming profession; Switches;
Conference_Titel :
Parallel Processing Symposium, 1993., Proceedings of Seventh International
Conference_Location :
Newport, CA
Print_ISBN :
0-8186-3442-1
DOI :
10.1109/IPPS.1993.262832