Lightweight Task Analysis for Cache-Aware Scheduling on Heterogeneous Clusters

Details Lightweight Task Analysis for Cache-Aware Scheduling on Heterogeneous Clusters Lightweight Task Analysis for Cache-Aware Scheduling on Heterogeneous Clusters

2009-02-27

arxiv.org/abs/0902.4822v1

Computer Science

Distributed, Parallel, and Cluster Computing

The paper was originally published in: ISBN #: 1-60132-084-1 (a two-volume set) Proceedings of the 2008 International Conferen

Scientific paper

We present a novel characterization of how a program stresses cache. This characterization permits fast performance prediction in order to simulate and assist task scheduling on heterogeneous clusters. It is based on the estimation of stack distance probability distributions. The analysis requires the observation of a very small subset of memory accesses, and yields a reasonable to very accurate prediction in constant time.

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