DocumentCode
2405843
Title
Adding memory resource consideration into workload distribution for software DSM systems
Author
Liang, Tyng-Yeu ; Liu, Yen-Tao ; Shieh, Ce-Kuen
Author_Institution
Dept. of Electr. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Taiwan
fYear
2003
fDate
1-4 Dec. 2003
Firstpage
362
Lastpage
369
Abstract
Workload distribution is an important issue for user applications to obtain a good performance on software distributed shared memory (DSM) systems. The workload distribution methods that were previously proposed for DSM systems always considered only CPU power and data sharing but ignored memory availability of processors. However, the cost of memory accesses is also an important factor of determining program performance especially when processors have not sufficient memory space to cache all the data needed by program threads. Therefore, the past methods might make wrong decisions in workload distribution to degrade program performance. To resolve this problem, this paper is dedicated to adding memory resource consideration into workload distribution for software DSM systems. Our experimental result shows that one workload distribution method with memory resource consideration is indeed more effective for minimizing the execution time of DSM applications than another without memory resource consideration.
Keywords
cache storage; distributed shared memory systems; resource allocation; CPU power; data cache; data sharing; distributed shared memory systems; memory access; memory availability; memory resource; memory space; program performance; program threads; software DSM systems; user applications; workload distribution; Application software; Availability; Cache memories; Central Processing Unit; Computer networks; Costs; Degradation; Distributed computing; Resource management; Software performance; Software systems; Yarn;
fLanguage
English
Publisher
ieee
Conference_Titel
Cluster Computing, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN
0-7695-2066-9
Type
conf
DOI
10.1109/CLUSTR.2003.1253335
Filename
1253335
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