DocumentCode :
1971171
Title :
An enhanced scheduling approach in a distributed parallel environment using mobile agents
Author :
Dantas, M.A.R. ; Lopes, J.G.R.C. ; Ramos, T.G.
Author_Institution :
Dept. of Comput. Sci., Brasilia Univ., Brazil
fYear :
2002
fDate :
2002
Firstpage :
177
Lastpage :
181
Abstract :
Our goal is to apply mobile agent technology to provide a better scheduling for MPI applications executing in a cluster configuration. This approach could represent in a distributed cluster environment an enhancement on the load balancing of the parallel processes. MPI in a cluster of heterogeneous machines could lead parallel programmers to obtain frustrated results, mainly because of the lack of an even distribution of the workload in the cluster. As a result, before submitting a MPI application to a cluster, we use our JOTA mobile agent approach to acquire a more precise information of machine´s workload. Therefore, with a more precise knowledge of the load and characteristics in each machine, we are ready to gather lightweight workstations to form a cluster. Our empirical results indicate that it is possible to spend less elapsed time when considering the execution of a parallel application using the agent approach in comparison to an ordinary MPI environment.
Keywords :
Java; message passing; parallel programming; resource allocation; software agents; workstation clusters; JOTA; MPI; cluster computing; cluster configuration; distributed cluster environment; distributed parallel environment; enhanced scheduling approach; lightweight workstations; load balancing; message passing interface; mobile agents; scheduling; Application software; Load management; Microcomputers; Mobile agents; Packaging; Processor scheduling; Programming profession; Software packages; Throughput; Workstations;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
High Performance Computing Systems and Applications, 2002. Proceedings. 16th Annual International Symposium on
Print_ISBN :
0-7695-1626-2
Type :
conf
DOI :
10.1109/HPCSA.2002.1019152
Filename :
1019152
Link To Document :
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