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11th Conference on Artificial Intelligence for Applications
Predicting the response time of OPS5-style production systems
Los Angeles, CA
February 20-February 22
ISBN: 0-8186-7070-3
Jeng-Rung Chen, Dept. of Comput. Sci., Houston Univ., TX, USA
A.M.K. Cheng, Dept. of Comput. Sci., Houston Univ., TX, USA
This paper focuses on the response time analysis problem: the problem of determining a priori the maximal response time or response time upper bound of a given program. We study this problem in the context of OPS5 production systems. The response time of a program is investigated in two respects: the maximal number of rule firings and the maximal number of basic comparisons made by the Rete network during the execution. The execution of a program always terminates in bounded time if this program satisfies one of certain conditions. The present four of these conditions for OPS5 production systems. An algorithm used to compute an upper bound on the number of rule firings is given. Furthermore, to have a better idea on the time required during the execution, we present an algorithm to compute the maximal time required during the match phase in terms of the number of comparisons made by the Rete network.
Index Terms:
expert systems; software performance evaluation; pattern matching; programming theory; graph theory; OPS5-style production systems; response time analysis problem; maximal response time; response time upper bound; rule firings; Rete network; bounded time; program execution; maximal time; match phase
Citation:
Jeng-Rung Chen, A.M.K. Cheng, "Predicting the response time of OPS5-style production systems," caia, pp.203, 11th Conference on Artificial Intelligence for Applications, 1995
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