DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing

Adar Amir, Ilya Kolchinsky, Assaf Schuster · Proceedings of the 2022 International Conference on Management of Data · 2022

Complex event processing (CEP) is employed to detect user-specified patterns of events in data streams. CEP mechanisms operate by maintaining all sets of events that can potentially be composed into a pattern match. This approach can be wasteful when many of the sets do not participate in an actual match and are therefore discarded.

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