Abstract

To speed up production systems, researchers have studied how to execute many rules simultaneously. Unfortunately, such systems can yield results that are impossible for a serial system to produce, leading to erroneous behaviors. We present a formal solution to the problem of guaranteeing serializable behavior in parallel production systems that execute many rules simultaneously. We also present a variety of algorithms that implement this solution. Our framework builds upon the work of Ishida and Stolfo [12] and improves upon their solution. The practical advantages and limitations of these strategies is demonstrated with measurements from an implementation.

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