Title :
Swarms of computational resources and swarms of tasks for building reliable systems
Author :
Varghese, Blesson ; McKee, Gerard
Author_Institution :
Sch. of Syst. Eng., Univ. of Reading, Reading, UK
Abstract :
Space applications demand the need for building reliable systems. Autonomic computing defines such reliable systems as self-managing systems. The work reported in this paper combines agent based and swarm robotic approaches leading to swarm-array computing, a novel technique to achieve autonomy for distributed parallel computing systems. Two swarm-array computing approaches based on swarms of computational resources and swarms of tasks are explored. FPGA is considered as the computing system. The feasibility of the two proposed approaches that binds the computing system and the task together is simulated on the SeSAm multi-agent simulator.
Keywords :
multi-agent systems; software reliability; FPGA; SeSAm multiagent simulator; agent based approach; autonomic computing; computational resources; distributed parallel computing systems; reliable systems; self-managing systems; space application; swarm robotic approach; swarm-array computing; Artificial intelligence; Automatic control; Cognition; Computational modeling; Concurrent computing; Control systems; Control theory; Decision making; Distributed computing; Particle swarm optimization;
Conference_Titel :
Applications of Digital Information and Web Technologies, 2009. ICADIWT '09. Second International Conference on the
Conference_Location :
London
Print_ISBN :
978-1-4244-4456-4
Electronic_ISBN :
978-1-4244-4457-1
DOI :
10.1109/ICADIWT.2009.5273937