Collaborative load-balancing in storage networks using agent negotiation

Shay Raz, Raz Lin, Onn Shehory

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

The rapid advances in the computer industry allow building larger systems that require mass storage volumes. As storage space increases, its management becomes increasingly difficult. In contemporary enterprise storage systems, performance has developed into a major bottleneck, which negatively affects the overall IT performance. Centralized solutions are often infeasible and thus a distributed solution should be sought. Our novel approach involves incorporating intelligent agents to the storage system, allowing the utilization of a distributed negotiation scheme between agents that act on behalf of the clients who require storage and on behalf of the storage servers within the system. Using a simulation environment which models real settings of a large storage network, we demonstrate the benefits of applying our distributed solution in the storage management domain in terms of client satisfaction, servers' revenue, and overall system performance. Our results show a significant improvement in storage performance when this solution is implemented.

Original languageEnglish
Title of host publicationCooperative Information Agents XII - 12th International Workshop, CIA 2008, Proceedings
PublisherSpringer Verlag
Pages306-320
Number of pages15
ISBN (Print)3540858334, 9783540858331
DOIs
StatePublished - 2008
Event12th International Workshop on Cooperative Information Agents, CIA 2008 - Prague, Czech Republic
Duration: 10 Sep 200812 Sep 2008

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5180 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference12th International Workshop on Cooperative Information Agents, CIA 2008
Country/TerritoryCzech Republic
CityPrague
Period10/09/0812/09/08

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