SWARMs of self-organizing polymorphic agents

Derek Messie, Jae C. Oh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The field of Swarm Intelligence is increasingly being seen as providing a framework for solving a wide range of large-scale, distributed, complex problems. Of particular interest are architectures and methodologies that address organization and coordination of a large number of relatively simple agents distributed across the system in a way that encourages some desirable global emergent behavior. This paper describes a SWARM simulation of a distributed approach to fault mitigation within a large-scale data acquisition system for BTe V, a particle accelerator-based High Energy Physics experiment currently under development at Fermi National Accelerator Laboratory. Incoming data is expected to arrive at a rate of over 1 terabyte every second, distributed across 2500 digital signal processors. Simulation results show how lightweight polymorphic agents embedded within the individual processors use game theory to adapt roles based on the changing needs of the environment. SWARM architecture and implementation methodologies are detailed.

Original languageEnglish (US)
Title of host publicationProceedings - HIS 2005
Subtitle of host publicationFifth International Conference on Hybrid Intelligent Systems
Pages469-474
Number of pages6
DOIs
StatePublished - Dec 1 2005
EventHIS 2005: Fifth International Conference on Hybrid Intelligent Systems - Rio de Janiero, Brazil
Duration: Nov 6 2005Nov 9 2005

Publication series

NameProceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
Volume2005

Other

OtherHIS 2005: Fifth International Conference on Hybrid Intelligent Systems
CountryBrazil
CityRio de Janiero
Period11/6/0511/9/05

ASJC Scopus subject areas

  • Engineering(all)

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    Messie, D., & Oh, J. C. (2005). SWARMs of self-organizing polymorphic agents. In Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems (pp. 469-474). [1587791] (Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems; Vol. 2005). https://doi.org/10.1109/ICHIS.2005.101