NDLI: On-line evolutionary resource matching for job scheduling in heterogeneous grid environments

Content Provider	IEEE Xplore Digital Library
Author	Naik, V.K. Garbacki, P. Kummamuru, K. Yong Zhao
Copyright Year	2006
Description	Author affiliation: IBM T. J. Watson Res. Center, Yorktown Heights, NY (Naik, V.K.)
Abstract	In this paper, we describe a resource matcher (RM) developed for the on-line resource matching in heterogeneous grid environments. RM is based on the principles of evolutionary algorithms (EA) and supports dynamic resource sharing, job priorities and preferences, job dependencies on multiple resource types, and resource specific and site-wide policies. We describe the evolutionary algorithm and the models used for representing the resource requirements, preferences, and policies. We evaluate three different methods for bootstrapping RM. We then describe a evolutionary matcher (EM) service $a Web service implementation of RM for on-line resource matching. Preliminary performance results indicate that the EM service is efficient in speed and accuracy and can keep up with high job arrival rates - an important criterion for on-line resource matching systems. The service oriented architecture makes the EM service scalable and extensible and can be integrated with already existing grid services in a straightforward manner
Sponsorship	IEEE Comput. Soc. Tech. Comm. on Parallel Process
File Size	276472
File Format	PDF
ISBN	0769526128
ISSN	15219097
DOI	10.1109/ICPADS.2006.72
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-07-12
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Evolutionary computation Resource management Web services Service oriented architecture Computer science Environmental management Load management Throughput Prototypes Large-scale systems
Content Type	Text
Resource Type	Article
Subject	Hardware and Architecture

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