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Title: The Distributed Vehicle Monitoring Testbed: A Tool for Investigating Distributed Problem Solving Networks
Author: Lynn Conway, Victor R. Lesser, and Daniel G. Corkill
Journal: AI Magazine
Volume: 4
Number: 3
Pages: 15--33
Year: 1983
Abstract: Cooperative distributed problem solving networks are distributed networks of semi-autonomous processing nodes that work together to solve a single problem. The Distributed Vehicle Monitoring Testbed is a flexible and fully-instrumented research tool for empirically evaluating alternative designs for these networks. The testbed simulates a class of a distributed knowledge-based problem solving systems operating on an abstracted version of a vehicle monitoring task. There are two important aspects to the testbed: (1.) it implements a novel generic architecture for distributed problems solving networks that exploits the use of sophisticated local node control and meta-level control to improve global coherence in network problem solving; (2.) it serves as an example of how a testbed can be engineered to permit the empirical exploration of design issues in knowledge AI systems. The testbed is capable of simulating different degrees of sophistication in problem solving knowledge and focus-of attention mechanisms, for varying the distribution and characteristics of error in its (simulated) input data, and for measuring the progress of problem solving. Node configuration and communication channel characteristics can also be independently varied in the simulated network.

Cited by 187  -  Google Scholar

@Article{conway83a,
  author =	 {Lynn Conway and Victor R. Lesser and Daniel
                  G. Corkill},
  title =	 {The Distributed Vehicle Monitoring Testbed: A Tool
                  for Investigating Distributed Problem Solving
                  Networks},
  journal =	 {{AI} Magazine},
  year =	 1983,
  volume =	 4,
  number =	 3,
  abstract =	 {Cooperative distributed problem solving networks are
                  distributed networks of semi-autonomous processing
                  nodes that work together to solve a single
                  problem. The Distributed Vehicle Monitoring Testbed
                  is a flexible and fully-instrumented research tool
                  for empirically evaluating alternative designs for
                  these networks. The testbed simulates a class of a
                  distributed knowledge-based problem solving systems
                  operating on an abstracted version of a vehicle
                  monitoring task. There are two important aspects to
                  the testbed: (1.) it implements a novel generic
                  architecture for distributed problems solving
                  networks that exploits the use of sophisticated
                  local node control and meta-level control to improve
                  global coherence in network problem solving; (2.) it
                  serves as an example of how a testbed can be
                  engineered to permit the empirical exploration of
                  design issues in knowledge AI systems. The testbed
                  is capable of simulating different degrees of
                  sophistication in problem solving knowledge and
                  focus-of attention mechanisms, for varying the
                  distribution and characteristics of error in its
                  (simulated) input data, and for measuring the
                  progress of problem solving. Node configuration and
                  communication channel characteristics can also be
                  independently varied in the simulated network.},
  keywords =     {multiagent application classic},
  pages =	 {15--33},
  googleid = 	 {-Ukpwieym9QJ:scholar.google.com/},
  url =		 {http://jmvidal.cse.sc.edu/library/conway83a.pdf},
  comment =	 {Introduces the DVMT.},
  created =	 1003254932,
  cluster = 	 {15320034441261828601}
}
Last modified: Wed Mar 9 10:13:33 EST 2011