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Bio-inspired event dissemination in dynamic and decentralized networks

Authors:

Adam S. Banzi,

Aurora T.R. Pozo,

Elias P. Duarte, Jr.Authors Info & Claims

GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Pages 223 - 224

https://doi.org/10.1145/2001858.2001984

Published: 12 July 2011 Publication History

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Abstract

This work presents a strategy based on swarm intelligencefor spreading events in dynamic and decentralized networks. An event is defined as a state transition of a node or link. Ants, which correspond to mobile agents, spread event information throughout the network. A node which detects an event in its neighborhood starts disseminating the new information. Pheromones are used to both control the ant population and help to define the paths that the agents take. An empirical study was performed, in which the proposed strategy was compared with flooding and gossip algorithms. Obtained results show that the proposed strategy presents a good trade-off between the time required to disseminate information and the overhead in terms of the number of messages.

References

[1]

A. Ahmed and B. Far. Performance of mobile agent based network topology discovery. In Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on, pages 66--69, 2007.

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[2]

E. Bonabeau, M. Dorigo, and G. Theraulaz. Swarm intelligence: from natural to artificial systems. Oxford University Press, USA, 1999.

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Index Terms

Bio-inspired event dissemination in dynamic and decentralized networks
1. Computer systems organization
  1. Dependable and fault-tolerant systems and networks

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GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

July 2011

1548 pages

ISBN:9781450306904

DOI:10.1145/2001858

Editor:
Natalio Krasnogor
University of Nottingham, UK
,
General Chair:
Pier Luca Lanzi
Politecnico di Milano, Italy

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 July 2011

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GECCO '11

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SIGEVO

GECCO '11: Genetic and Evolutionary Computation Conference

July 12 - 16, 2011

Dublin, Ireland

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Overall Acceptance Rate 1,669 of 4,410 submissions, 38%

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An Approach Based on Swarm Intelligence for Event Dissemination in Dynamic Networks

A formal performance modeling framework for bio-inspired ad hoc routing protocols

Cross-layer design of P2P file sharing over mobile ad hoc networks

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