FERARI
| Autor: | Jonathan Yom-Tov, Michael Mock, Nikos Giatrakos, Fabiana Fournier, Sebastian Bothe, Taji Curin, Ioannis Flouris, Antonios Deligiannakis, Tomislav Krizan, Vasiliki Manikaki, Minos Garofalakis, Marko Stajcer, Inna Skarbovsky |
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| Rok vydání: | 2016 |
| Předmět: |
business.industry
Computer science Distributed computing Real-time computing Complex event processing 020207 software engineering Cloud computing 02 engineering and technology Network topology Analytics 020204 information systems 0202 electrical engineering electronic engineering information engineering Graph (abstract data type) business |
| Zdroj: | SIGMOD Conference |
| DOI: | 10.1145/2882903.2899395 |
| Popis: | In this demo, we present FERARI, a prototype that enables real-time 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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