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FERARI: a prototype for complex event processing over streaming multi-cloud platforms

Flouris Ioannis, Manikaki Vasiliki, Giatrakos Nikolaos, Deligiannakis Antonios, Garofalakis Minos, Mock Michael, Bothe Sebastian, Skarbovsky Inna, Fournier Fabiana, Štajcer Marko, Križan Tomislav, Yom-Tov, Jonathan, Čurin Taji

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Extent4 pagesen
TitleFERARI: a prototype for complex event processing over streaming multi-cloud platformsen
CreatorFlouris Ioannisen
CreatorΦλουρης Ιωαννηςel
CreatorManikaki Vasilikien
CreatorΜανικακη Βασιλικηel
CreatorGiatrakos Nikolaosen
CreatorΓιατρακος Νικολαοςel
CreatorDeligiannakis Antoniosen
CreatorΔεληγιαννακης Αντωνιοςel
CreatorGarofalakis Minosen
CreatorΓαροφαλακης Μινωςel
CreatorMock Michaelen
CreatorBothe Sebastianen
CreatorSkarbovsky Innaen
CreatorFournier Fabianaen
CreatorŠtajcer Markoen
CreatorKrižan Tomislaven
CreatorYom-Tov, Jonathanen
CreatorČurin Tajien
PublisherAssociation for Computing Machineryen
Content SummaryIn this demo, we present FERARI, a prototype that enables realtime Complex Event Processing (CEP) for large volume event data streams over distributed topologies. Our prototype constitutes, to our knowledge, the first complete, multi-cloud based end-to-end CEP solution incorporating: a) a user-friendly, web-based query authoring tool, (b) a powerful CEP engine implemented on top of a streaming cloud platform, (c) a CEP optimizer that chooses the best query execution plan with respect to low latency and/or reduced inter-cloud communication burden, and (d) a query analytics dashboard encompassing graph and map visualization tools to provide a holistic picture with respect to the detected complex events to final stakeholders. As a proof-of-concept, we apply FERARI to enable mobile fraud detection over real, properly anonymized, telecommunication data from T-Hrvatski Telekom network in Croatia.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Date of Item2018-10-11-
Date of Publication2016-
SubjectInformation systemsen
SubjectComputer systems organizationen
Bibliographic CitationI. Flouris, V. Manikaki, N. Giatrakos, A. Deligiannakis, M. Garofalakis, M. Mock, S. Bothe, I. Skarbovsky, F. Fournier, M. Štajcer, T. Križan, J. Yom-Tov and T. Čurin, "FERARI: a prototype for complex event processing over streaming multi-cloud platforms," in ACM SIGMOD International Conference on Management of Data, 2016, pp. 2093-2096. doi : 10.1145/2882903.2899395en