Messor:: Load-balancing through a swarm of autonomous agents

被引:0
|
作者
Montresor, A
Meling, H
Babaoglu, Ö
机构
[1] Univ Bologna, Dept Comp Sci, I-40127 Bologna, Italy
[2] Norwegian Univ Sci & Technol, Dept Telemat, N-7491 Trondheim, Norway
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
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页码:125 / 137
页数:13
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