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Establishing a fuzzy cost model for query optimization in a multidatabase system

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2 Author(s)
Qiang Zhu ; Dept. of Comput. Sci., Waterloo Univ., Ont., Canada ; Larson, P.-A.

One of the challenges for query optimization in a multidatabase system (MDBS) is that some local optimization information may not be accurately known at the global level because of local autonomy. Traditional query optimization techniques using a crisp cost model may not be suitable for an MDBS because precise information as required. We present a new technique that performs query optimization using a fuzzy cost model that allows fuzzy information. We discuss methods for establishing a fuzzy cost model and introduce two fuzzy optimization criteria that can be used with a fuzzy cost model. We illustrate the benefits of such fuzzy query optimization. We also analyze the computational complexity for the fuzzy query optimization approach and suggest a simple method to reduce the complexity.<>

Published in:
System Sciences, 1994. Proceedings of the Twenty-Seventh Hawaii International Conference on  (Volume:2 )

Date of Conference: 4-7 Jan. 1994

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