DocumentCode
296697
Title
Performance analysis of mapping strategies for parallel simulation
Author
Teo, Yong Meng ; Tay, Seng Chuan
Author_Institution
Dept. of Inf. Syst. & Comput. Sci., Nat. Univ. of Singapore, Singapore
Volume
1
fYear
1996
fDate
3-6 Jan 1996
Firstpage
387
Abstract
Presents an analytical model to evaluate the performance of conservative parallel discrete-event simulation using a finite-buffered multistage interconnection network as an example. The model is formalized based on two important time components in parallel and distributed processing: computation time and communication time. Our mathematical analysis identifies the major constituents of simulation overheads that affect the performance of parallel simulation. We also show that a perfectly balanced workload distribution may not necessarily translate into better performance. On the contrary, we have shown that a balanced mapping of workload may increase communication overheads, resulting in a longer simulation elapsed time
Keywords
computational complexity; discrete event simulation; multistage interconnection networks; parallel programming; performance evaluation; resource allocation; software performance evaluation; analytical model; communication overheads; communication time; computation time; conservative parallel discrete-event simulation; distributed processing; finite-buffered multistage interconnection network; mapping strategies; perfectly balanced workload distribution; performance analysis; simulation elapsed time; simulation overheads; Analytical models; Computational modeling; Computer science; Computer simulation; Information systems; Load management; Mathematical analysis; Performance analysis; Scheduling; Switches;
fLanguage
English
Publisher
ieee
Conference_Titel
System Sciences, 1996., Proceedings of the Twenty-Ninth Hawaii International Conference on ,
Conference_Location
Wailea, HI
Print_ISBN
0-8186-7324-9
Type
conf
DOI
10.1109/HICSS.1996.495486
Filename
495486
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