Coordinated learning to support resource management in computational grids

Lynden, Steven J. and Rana, Omer Farooq ORCID: https://orcid.org/0000-0003-3597-2646 2002. Coordinated learning to support resource management in computational grids. Presented at: Second International Conference on Peer-to-Peer Computing (P2P 2002), Linköping, Sweden, 5-7 September 2002. Proceedings of the Second International Conference on Peer-to-Peer Computing, 2002. (P2P 2002). New York, NY: IEEE, pp. 81-89. 10.1109/PTP.2002.1046316

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Abstract

Managing resources in large scale distributed systems is an important concern for both peer-2-peer and computational grid systems, and is a complex and time sensitive process. Although existing peer-2-peer systems are divided into those that support computation (CPU) sharing or data sharing, users in a computational grid generally need to share both. Identifying which resources to select is important to guarantee reasonable execution time and cost to a given user or group of users. We provide first a description of a framework to support learning in the context a community of interacting peers, and show how this can be used to support resource sharing in computational grids.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Publication
Status:	Published
Schools:	Computer Science & Informatics
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Uncontrolled Keywords:	Computer science , Costs , Grid computing , Large-scale systems , Peer to peer computing , Permission , Pervasive computing , Quality of service , Resource management , Security
Publisher:	IEEE
ISBN:	0769518109
Related URLs:	Publisher
Last Modified:	18 Oct 2022 13:40
URI:	https://orca.cardiff.ac.uk/id/eprint/14818

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