Title :
Communication efficient global load balancing
Author_Institution :
Dept. of Comput. Sci., Coll. of William & Mary, Williamsburg, VA, USA
Abstract :
Proposes a scalable parallel algorithm, called direct mapping, for balancing workload in a global, synchronous way. Direct mapping is particularly attractive for SIMD architectures, as it makes use of the scan operation. Unlike previously proposed scalable methods for the problem of interest, direct mapping transfers the minimum volume of workload necessary to achieve perfect load balance. This paper describes the algorithm, and studies its performance via simulation in comparison to previously proposed methods
Keywords :
parallel algorithms; parallel architectures; resource allocation; synchronisation; SIMD architectures; communication efficiency; direct mapping; global load balancing; performance; scalable parallel algorithm; scan operation; simulation; synchronous workload balancing; Computational modeling; Computer architecture; Computer science; Concurrent computing; Costs; Distributed computing; Educational institutions; Hypercubes; Load management; Parallel algorithms;
Conference_Titel :
Scalable High Performance Computing Conference, 1992. SHPCC-92, Proceedings.
Conference_Location :
Williamsburg, VA
Print_ISBN :
0-8186-2775-1
DOI :
10.1109/SHPCC.1992.232629