Title :
Efficient algorithms for array redistribution
Author :
Thakur, Rajeev ; Choudhary, Alok ; Ramanujam, J.
Author_Institution :
Div. of Math. & Comput. Sci., Argonne Nat. Lab., IL, USA
fDate :
6/1/1996 12:00:00 AM
Abstract :
Dynamic redistribution of arrays is required very often in programs on distributed presents efficient algorithms for redistribution between different cyclic(k) distributions, as defined in High Performance Fortran. We first propose special optimized algorithms for a cyclic(x) to cyclic(y) redistribution when x is a multiple of y, or y is a multiple of x. We then propose two algorithms, called the GCD method and the LCM method, for the general cyclic(x) to cyclic(y) redistribution when there is no particular relation between x and y. We have implemented these algorithms on the Intel Touchstone Delta, and find that they perform well for different array sizes and number of processors
Keywords :
FORTRAN; distributed memory systems; parallel algorithms; parallel languages; GCD method; High Performance Fortran; Intel Touchstone Delta; LCM method; array redistribution algorithms; data distribution; distributed memory computers; dynamic redistribution; special optimized algorithms; Arithmetic; Computer Society; Computer science; Concurrent computing; Degradation; Distributed computing; High performance computing; Mathematics; Random access memory; Runtime library;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on