Polymorphic self-* agents for stigmergic fault mitigation in large-scale real-time embedded systems
@article{Messie2005PolymorphicSA, title={Polymorphic self-* agents for stigmergic fault mitigation in large-scale real-time embedded systems}, author={Derek Messie and Jae C. Oh}, journal={ArXiv}, year={2005}, volume={abs/cs/0508032} }
Organization and coordination of agents within large-scale, complex, distributed environments is one of the primary challenges in the field of multi-agent systems. A lot of interest has surfaced recently around self-* (self-organizing, self-managing, self-optimizing, self-protecting) agents. This paper presents polymorphic self-* agents that evolve a core set of roles and behavior based on environmental cues. The agents adapt these roles based on the changing demands of the environment, and are…
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References
SHOWING 1-10 OF 29 REFERENCES
SWARM Simulation of Multi-Agent Fault Mitigation in Large-Scale, Real-Time Embedded Systems
- Computer Science
- 2004
A SWARM multi-agent simulation of fault mitigation within BTeV, a large-scale, realtime embedded system, is presented and a decentralized approach based on Rodney Brooks’ subsumption architecture is presented.
Prototype of fault adaptive embedded software for large-scale real-time systems
- Computer Science12th IEEE International Conference and Workshops on the Engineering of Computer-Based Systems (ECBS'05)
- 2005
A comprehensive prototype of large-scale fault adaptive embedded software developed for the proposed Fermilab BTeV high energy physics experiment is described, where a distributed reactive approach is implemented using the tools and methodologies developed by the Real-Time Embedded Systems group.
Enabling Autonomic , Self-managing Grid Applications
- Computer Science
- 2004
The emergence of pervasive wide-area distributed computing environments, such as pervasive information systems and computational Grid, has enabled a new generation of applications that are based on seamless access, aggregation and interaction, but the underlying Grid computing environment is inherently large, complex, heterogeneous and dynamic.
- 1-Schedules of Activity in the Swarm Simulation System Position Paper for OOPSLA ‘ 97 Workshop on OO Behavioral Semantics
- Computer Science
- 2007
This paper gives an overview of the variety of activity structures supported by the Swarm Simulation System, with particular attention to the precision of specification required to obtain repeatability of results in models involving large numbers of agents interacting over long periods in complex ways.
Supporting Life Cycle Coordination in Open Agent Systems
- Economics
- 2002
A life cycle model for mobile agents in which a number of different states and transitions are defined, enabling coordination mechanisms to deal with realistic situations, in which agents are not always directly available, and the agent population possibly consists of many different types of agents.
Design of Very Lightweight Agents for reactive embedded systems
- Computer Science10th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems, 2003. Proceedings.
- 2003
This paper presents several necessary changes in the original subsumption architecture to better serve the BTeV architecture, and introduces the notion of very lightweight agents (VLAs), which are designed to be adaptive but small in footprint and extremely efficient.
Comparing Three Approaches to Large-Scale Coordination
- Computer Science
- 2006
There is a surprising degree of commonality between the independently developed approaches to large-scale coordination, in particular the use of partial, dynamic centralization.
Intelligent agents: theory and practice
- Computer ScienceThe Knowledge Engineering Review
- 1995
The aim of this paper is to point the reader at what it is perceived to be the most important theoretical and practical issues associated with the design and construction of intelligent agents.
Component and System-Wide Self-* Properties in Decentralised Distributed Systems
- Computer Science
This paper introduces a two-layered approach to building autonomic distributed systems, with self-* properties supported at both the component and systemwide levels. K-Components is presented as a…
Next century challenges: scalable coordination in sensor networks
- Computer ScienceMobiCom
- 1999
This paper believes that localized algorithms (in which simple local node behavior achieves a desired global objective) may be necessary for sensor network coordination.