DocumentCode :
2979491
Title :
Scalability of a load balancing algorithm, and its implementation on an Intel Paragon
Author :
Boukerche, Azzedine ; Das, Sajal K.
Author_Institution :
Dept. of Comput. Sci., North Texas Univ., Denton, TX, USA
fYear :
1999
fDate :
1999
Firstpage :
274
Lastpage :
279
Abstract :
This paper describes an efficient implementation of a load balancing algorithm based upon a process migration mechanism, and the notion of CPU-queue length which indicates the workload at each processor. The main objective is to reduce the message overhead in conservative simulation. The algorithms were tested on four simulation workload models to study the the scalability of our algorithm on an Intel Paragon multicomputer architecture using 64 processors. A significant decrease in run time and the message overhead associated with the conservative simulation was obtained with the use of the proposed dynamic load balancing algorithm as compared to the use of a static partitioning algorithm
Keywords :
parallel architectures; performance evaluation; resource allocation; CPU-queue length; Intel Paragon; Intel Paragon multicomputer architecture; conservative simulation; dynamic load balancing algorithm; load balancing algorithm; message overhead; process migration mechanism; scalability; simulation workload models; static partitioning algorithm; Computational modeling; Heuristic algorithms; Load management; Partitioning algorithms; Performance gain; Protocols; Scalability; System recovery; Testing; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Architectures, Algorithms, and Networks, 1999. (I-SPAN '99) Proceedings. Fourth InternationalSymposium on
Conference_Location :
Perth/Fremantle, WA
ISSN :
1087-4089
Print_ISBN :
0-7695-0231-8
Type :
conf
DOI :
10.1109/ISPAN.1999.778951
Filename :
778951
Link To Document :
بازگشت