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An MPI-based implementation of intelligent agents on clusters

Varghese, B., McKee, G. and Alexandrov, V. (2010) An MPI-based implementation of intelligent agents on clusters. In: Proceedings of the 2010 Spring Simulation Multiconference (SpringSim '10). ACM, New York, USA, Article number 79. ISBN 9781450300698

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To link to this article DOI: 10.1145/1878537.1878620

Abstract/Summary

Recent research in multi-agent systems incorporate fault tolerance concepts, but does not explore the extension and implementation of such ideas for large scale parallel computing systems. The work reported in this paper investigates a swarm array computing approach, namely 'Intelligent Agents'. A task to be executed on a parallel computing system is decomposed to sub-tasks and mapped onto agents that traverse an abstracted hardware layer. The agents intercommunicate across processors to share information during the event of a predicted core/processor failure and for successfully completing the task. The feasibility of the approach is validated by implementation of a parallel reduction algorithm on a computer cluster using the Message Passing Interface.

Item Type:Book or Report Section
Refereed:Yes
Divisions:Faculty of Science > School of Systems Engineering
ID Code:17488
Additional Information:Conference held in Orlando, Florida, USA, 11-15 April 2010.
Publisher:ACM

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