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A novel data distribution technique for host-client type parallel applications

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2 Author(s)

This paper considers an analytic data distribution for improving the performance of host-client type parallel applications which exhibit serialized communication patterns. The technique involves assuming the serialized communications is enforced, which simplifies data analysis and can provide the basis for real-time dynamic load balancing. This distribution has been tested using a parallel matrix multiplication implementation and a parallel MPEG compression implementation. The key results of this paper are that analytic distribution can reduce execution time and increase scalability of certain parallel applications over typical equal data distributions

Published in:

Parallel and Distributed Systems, IEEE Transactions on  (Volume:13 ,  Issue: 2 )

Date of Publication:

Feb 2002

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