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Flexible selection of heterogeneous and unreliable services in large-scale grids

Stein, Sebastian, Payne, Terry R. and Jennings, Nicholas R. (2009) Flexible selection of heterogeneous and unreliable services in large-scale grids [in special issue: ‘Crossing boundaries: computational science, e-Science and global e-Infrastructure I. Selected papers from the UK e-Science All Hands Meeting 2008’ compiled by P. V. Coveney and M. P. Atkinson] Philosophical Transactions of The Royal Society A, 367, (1897), pp. 2483-2494.

Record type: Article

Abstract

As Grids become larger and more interconnected in nature, scientists can benefit from a growing number of distributed services that may be invoked on demand to complete complex computational workflows. However, it also means that these scientists become dependent on the cooperation of third-party service providers, whose behaviour may be uncertain, failure-prone and highly heterogeneous. To address this, we have developed a novel decision-theoretic algorithm that automatically selects appropriate services for the tasks of an abstract workflow and deals with failures through redundancy and dynamic re-invocation of functionally equivalent services. In this article, we summarise our approach, describe in detail how it can be applied to a real-world bioinformatics workflow and show that it offers a significant improvement over current service selection techniques.

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More information

Published date: 28 June 2009
Keywords: service selection, grids, reliability, service-oriented computing
Organisations: Agents, Interactions & Complexity

Identifiers

Local EPrints ID: 267035
URI: http://eprints.soton.ac.uk/id/eprint/267035
ISSN: 1364-503X
PURE UUID: 8b564840-ac19-4b72-9f62-22f83dcb8967

Catalogue record

Date deposited: 15 Jan 2009 17:17
Last modified: 05 Oct 2017 07:16

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Contributors

Author: Sebastian Stein
Author: Terry R. Payne
Author: Nicholas R. Jennings

University divisions

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