Article | REF: AF1387 V1

Parallel Asynchronous Algorithms III. Application, Performances

Authors: Pierre SPITERI, Jean-Claude MIELLOU

Publication date: October 10, 2021

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2. Efficiency of asynchronous parallel algorithms

In this section, we analyze, with reference to applications and associated parallel simulations, when synchronous or asynchronous methods are worth using. Beforehand, we give some indicators for measuring the performance of parallel algorithms.

2.1 Cluster-based performance measurement

To measure performance in terms of reduced job rendering time on multi-processor machines, a number of indicators can be used to measure the gain (or otherwise) obtained when using a parallel calculator. The ideal case is when the ratio of sequential time to parallel time (i.e. acceleration) is equal to the number of processors. However, except in special cases, this cannot practically be the case, as parallelizing a calculation code requires the activation of processors, which...

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Efficiency of asynchronous parallel algorithms