Title :
Distributed coding in multiagent systems
Author :
Miletic, F. ; Dewilde, Patrick
Author_Institution :
Fac. of Electr. Eng., Mathematics & Informatics, Delft Univ. of Technol., Netherlands
Abstract :
This article describes using distributed coding of logical information in multiagent systems. First we identify failures of the agent platform in case of an unreliable underlying network. Next a simple, but inefficient way of distributing the agent state is given. Finally, we expose the way of solving failure problems by use of state snapshots and distributed coding. We develop a model of the network, based on the notion of erasure graph channel. We treat the properties of the erasure code encoding data efficiently with respect to a prescribed level of distortion. This work introduces information-theoretic ideas to multiagent middleware. It should enable applications of multiagent systems in environments where it is hard to establish a reliable communication infrastructure.
Keywords :
distortion; distributed processing; middleware; multi-agent systems; distributed coding; graph channel; logical information; multiagent middleware; multiagent systems; reliable communication infrastructure; Communication system control; Control systems; High level languages; Informatics; Mathematics; Middleware; Multiagent systems; Unified modeling language; Wireless LAN; Yarn;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1401143