Conference proceeding
Ant inspired server population management in a service based computing environment
Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005, v 2005, pp 357-364
2005
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
This paper presents an approach, experiments and a practical application to balancing service availability for a multi-agent system deployed on a wireless mobile ad hoc network. Finding the optimal number of services required to achieve the desired effect is a difficult and problem-specific task. We propose an approach inspired by the quorum sensing behavior of the leptothorax albipennis ants. Similar to a real ant colony, the solution exhibits properties of emergent stability, decentralized control, and resilience to possible disturbances. The experiments confirm the validity of our technique in wireless ad hoc network environments.
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Details
- Title
- Ant inspired server population management in a service based computing environment
- Creators
- M.D Peysakhov - Drexel UniversityW.C Regli - Drexel UniversityIEEE
- Publication Details
- Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005, v 2005, pp 357-364
- Publisher
- IEEE
- Resource Type
- Conference proceeding
- Language
- English
- Web of Science ID
- WOS:000233683900049
- Scopus ID
- 2-s2.0-33745790692
- Other Identifier
- 991019357769004721
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InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Computer Science, Artificial Intelligence
- Computer Science, Cybernetics
- Computer Science, Theory & Methods