Optimized communication patterns on workstation clusters

Pfenning, Jörg-Thomas and Moll, Christoph (1995) Optimized communication patterns on workstation clusters.
Published in: Parallel Computing Vol. 21 (3). pp. 373-388.

Abstract

The limited communication bandwidth and high startup latencies of clustered workstations restrict their use to problems with sparse communication patterns or good concurrency between calculation and communication. First we describe our modifications to the popular PVM message passing library, and report on performance improvements using the PVM package on an FDDI-ring. Applications developed with a parallel communications architecture in mind perform poorly when ported to a message passing library running on workstations with sequential communication. In the second part, we present a dynamic loop scheduling algorithm for the data parallel programming model which optimizes the network usage on such clusters. As a proof of concept we have implemented a basic matrix multiplication and find a significant increase in parallel efficiency.


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Deposit Information:
ZAIK Number: zpr94-151
Depositing User: Archive Admin
Date Deposited: 02 Apr 2001 00:00
Last Modified: 19 Jan 2012 10:54
URI: http://e-archive.informatik.uni-koeln.de/id/eprint/151