JACEP2P-V2: A fully decentralized and fault tolerant environment for executing parallel iterative asynchronous applications on volatile distributed architectures

Charr J.-C.; Couturier R.; Laiymani D.

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JACEP2P-V2: A fully decentralized and fault tolerant environment for executing parallel iterative asynchronous applications on volatile distributed architectures

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摘要

This article presents JACEP2P-V2, a Java environment dedicated to designing parallel iterative asynchronous algorithms (with direct communications between nodes) and executing them on global computing architectures or distributed clusters composed of a large number of volatile heterogeneous distant computing nodes. This platform is fault tolerant, multi-threaded and completely decentralized. In this paper, we describe the different components of JACEP2P-V2 and the various mechanisms used for scalability and fault tolerance purposes. The performance of this improved platform is evaluated in many experiments that compare it to JACEP2P while solving, over a volatile distributed architecture, a 3D advectiondiffusion equations system. We also test the scalability of JACEP2P-V2 and its compatibility with various kinds of problems by solving a large instance of the 3D advectiondiffusion problem using more than 1000 cores and by solving the NAS parallel benchmark (GC).

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来源
《Future generations computer systems: FGCS》 |2010年第5期|606-613|共8页
作者
Charr J.-C.; Couturier R.; Laiymani D.;
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作者单位

Laboratory of Computer Sciences, University of Franche-Comté (LIFC), IUT de Belfort-Montbéliard, Rue Engel Gros, BP 527, 90016 Belfort, France;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种英语
中图分类计算技术、计算机技术;
关键词
Distributed clusters; Fault tolerance; Parallel iterative asynchronous algorithms; Peer-to-peer architectures;

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JACEP2P-V2: A fully decentralized and fault tolerant environment for executing parallel iterative asynchronous applications on volatile distributed architectures

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