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Loop scheduling for heterogeneity

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3 Author(s)
Cierniak, M. ; Dept. of Comput. Sci., Rochester Univ., NY, USA ; Wei Li ; Zaki, M.J.

In this paper we study the problem of scheduling parallel loops at compile-time for a heterogeneous network of machines. We consider heterogeneity in three aspects of parallel programming: program, processor and network. A heterogeneous program has parallel loops with different amount of work in each iteration; heterogeneous processors have different speeds; and a heterogeneous network has different cost of communication between processors. We propose a simple yet comprehensive model for use in compiling for a network of processors, and develop compiler algorithms for generating optimal and sub-optimal schedules of loops for load balancing, communication optimizations and network contention. Experiments show that a significant improvement of performance is achieved using our techniques

Published in:

High Performance Distributed Computing, 1995., Proceedings of the Fourth IEEE International Symposium on

Date of Conference:

2-4 Aug 1995