Messor: load-balancing through a swarm of autonomous agents

  • Authors:
  • Alberto Montresor;Hein Meling;Özalp Babaoǧlu

  • Affiliations:
  • Department of Computer Science, University of Bologna, Bologna, Italy;Department of Telematics, Norwegian University of Science and Technology, Trondheim, Norway;Department of Computer Science, University of Bologna, Bologna, Italy

  • Venue:
  • AP2PC'02 Proceedings of the 1st international conference on Agents and peer-to-peer computing
  • Year:
  • 2002

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Abstract

Peer-to-peer (P2P) systems are characterized by decentralized control, large-scale and extreme dynamism of their environment. Developing applications that can cope with these characteristics requires a paradigm shift that puts adaptation, resilience and self-organization as primary concerns. Complex adaptive systems (CAS), commonly used to explain the behavior of many biological and social systems, could be an appropriate response to these requirements. In order to pursue these ideas, this paper presents Messor, a decentralized load-balancing algorithm based on techniques such as multi-agent systems drawn from CAS. A novel P2P grid computing system has been designed using the Messor algorithm, allowing arbitrary users to initiate computational tasks.