Title: Load balancing data-parallel programs on distributed-memory computers
Authors: Dekeyser, J ×
Roose, Dirk #
Issue Date: Nov-1993
Publisher: Elsevier science bv
Series Title: Parallel computing vol:19 issue:11 pages:1199-1219
Abstract: In this paper a set of programming constructs for the implementation of data parallel algorithms on distributed memory parallel computers is proposed. The load balancing problem for data parallel programs is cast in a special from. Its relation to the general load balancing problem is analyzed. The applicability of these constructs is asserted for a number of grid-oriented numerical applications. A software tool provides run-time support for data parallel programs based on the proposed constructs. While the application - according to the data parallel programming paradigm - partitions the grid, the tool assigns the partitions to the processors, using built-in mapping algorithms. The approach is general enough to accommodate for data parallel algorithms with varying communication structure and variable calculation requirements using pseudo-dynamic load balancing strategies.
ISSN: 0167-8191
Publication status: published
KU Leuven publication type: IT
Appears in Collections:NUMA, Numerical Analysis and Applied Mathematics Section
× corresponding author
# (joint) last author

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