An embodiment of the invention optimizes a DBMS operation based upon multiple criteria, such as input/outputs and CPU time. Multiple optimization criteria are normalized to a common unit of measurement. Normalized optimization criteria are used in a cost function. Estimated execution times are calculated under a variety of different workload environments. Cost values are scaled to a variety of computer architectures.

 
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