Increasing resource utilization and task performance by agent cloning

Onn Shehory, Katia Sycara, Prasad Chalasani, Somesh Jha

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

7 Scopus citations

Abstract

Agents in a multi-agent system may face situations where tasks overload their computational capacities. Usually, this problem is solved by passing tasks to others or agent migration to remote hosts. We propose agent cloning as a more comprehensive approach to balancing local agent overloads. According to our paradigm, agents may clone, pass tasks to others, die or merge. We discuss the requirements of implementing a cloning mechanism and its benefits in a Multi-Agent System (MAS), and support our claims with simulation results.

Original languageEnglish
Title of host publicationIntelligent Agents V
Subtitle of host publicationAgents Theories, Architectures, and Languages - 5th International Workshop, ATAL 1998, Proceedings
EditorsJörg P. Müller, Munindar P. Singh, Anand S. Rao
PublisherSpringer Verlag
Pages413-426
Number of pages14
ISBN (Print)3540657134, 9783540657132
DOIs
StatePublished - 1999
Externally publishedYes
Event5th International Workshop on Agents Theories, Architectures, and Languages, ATAL 1998 - Paris, France
Duration: 4 Jul 19987 Jul 1998

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1555
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference5th International Workshop on Agents Theories, Architectures, and Languages, ATAL 1998
Country/TerritoryFrance
CityParis
Period4/07/987/07/98

Bibliographical note

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 1999.

Funding

FundersFunder number
National Science FoundationIRI9612131
Office of Naval ResearchN00014961222

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