Vidal's libraryTitle: | 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