학술논문

A framework to control emergent survivability of multi agent systems
Document Type
Conference
Source
Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004. Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004. Proceedings of the Third International Joint Conference on. :28-35 2004
Subject
Computing and Processing
Control systems
Stress
Multiagent systems
Resource management
Runtime
Military computing
Permission
Peer to peer computing
Mission critical systems
Security
Language
Abstract
As the science of multi-agent systems matures, many developers are looking to deploy mission critical applications on distributed multi-agent systems (DMAS). Due to their distributed nature, designing survivable resource constrained DMAS is a serious challenge. Fortunately, the intrinsic flexibility of DMAS allows them to shift resources at runtime between dimensions of functionality such as security, robustness, and the primary application. In this paper we present an algebra for computing overall survivability from these dimensions of success, and a control infrastructure that leverages these degrees of freedom to make run-time adaptations at multiple hierarchical levels to maximize overall system survivability. We have implemented this survivability control infrastructure on the Cougaar agent architecture, and built a military logistics application that can survive in chaotic environments. Finally, we present results from assessing the performance of this application, and discuss the implications for future deployed DMAS.