A Synopses Data Engine for Interactive Extreme-Scale Analytics

Antonis Kontaxakis,Nikos Giatrakos,Antonios Deligiannakis - Proceedings of ACM International Conference on Information and Knowledge Management 2020(CIKM ’20) - 2020


We detail the novel architecture of a Synopses Data Engine (SDE) which combines the virtues of parallel processing and stream summarization towards interactive analytics at scale. Our SDE, built on top of Apache Flink, has a unique design that supports a very wide variety of synopses, allows for dynamically adding new functionality to it at runtime, and introduces a synopsis-as-a-service paradigm to enable various types of scalability.

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This project has received funding from the European Union Horizon 2020 research and innovation programme under grant agreement No 825070.

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