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2010
ACM

Complex event processing synergies with predictive analytics

9 years 9 months ago
Complex event processing synergies with predictive analytics
For Complex Event Processing (CEP), the synergy with Predictive Analytics (PA) is a promising research direction. In this paper we focus on the inclusion of PA technologies into CEP applications. Involving PA opens a wide range of possibilities in several application fields. However, we have observed that only a few CEP solutions apply PA techniques. We extended a CEP solution with predictive capabilities, defined the key aspects of the combination of these techniques, and summarized how CEP and PA could gain from the joint solution. Our approach is demonstrated in a proof-ofconcept experiment and simulation results are provided. Categories and Subject Descriptors C.2.4 [Comp-Comm. Networks]: Distributed Systems General Terms Theory, Reliability, Design, Experimentation Keywords complex event processing, predictive analytics
Gabriella Toth, Lajos Jeno Fülöp, L&aacu
Added 29 Sep 2010
Updated 29 Sep 2010
Type Conference
Year 2010
Where DEBS
Authors Gabriella Toth, Lajos Jeno Fülöp, László Vidács, Árpád Beszédes, Hunor Demeter, Lóránt Farkas
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