Complex Event Processing Synergies with Predictive Analytics
Gabriella Tóth, Lajos Jenő Fülöp,
László Vidács, Árpád
Beszédes, Hunor Demeter, Lóránt Farkas and Tibor
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.
Keywords: Complex Event Processing, Predictive Analytics.