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Pi-CEP: Predictive Complex Event Processing Using Range Queries over Historical Pattern Space
2017 IEEE International Conference on Data Mining Workshops (ICDMW)
Predictive Complex Event Processing (CEP) constitutes the next phase of CEP evolution and provides future predictive states of the partially matched complex sequences. In this paper, we demonstrate our novel predictive CEP system and show that this problem can be solved while leveraging existing data modelling, query execution and optimisation frameworks. We model the predictive detection of events over an N-dimensional historical matched sequence space. Hence, a predictive set of events can bedoi:10.1109/icdmw.2017.167 dblp:conf/icdm/GillaniKSSGFL17 fatcat:cpcdvr6akfc73ao633m4pzvklm