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Monday, May 9 • 11:40am - 12:30pm
SAMOA: A Platform for Mining Big Data Streams - Nicolas Kourtellis, Telefonica

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In this talk, Nicolas Kourtellis will introduce Apache SAMOA (Scalable Advanced Massive Online Analysis), an open-source platform for mining big data streams (http://samoa.incubator.apache.org). Apache SAMOA provides a collection of distributed streaming algorithms for data mining tasks such as classification, regression, and clustering. The models built can be updated as new data arrive without the need to define data batches or update frequencies. The platform features a pluggable architecture that can run on existing and well-tested distributed stream processing engines such as Storm, S4, Samza and Flink, for scalability and fault tolerance.

Speakers
avatar for Nicolas Kourtellis

Nicolas Kourtellis

Researcher, Telefonica I+D
Nicolas Kourtellis is a Researcher at Telefonica Research. Previously he was a Researcher in the Web Mining Research Group at Yahoo Labs, Barcelona. He holds a Ph.D. in Computer Science and Engineering from the University of South Florida (2012), a MSc in Computer Science from the University of South Florida (2008), and a BSc/MEng in Electrical and Computer Engineering from the National Technical University of Athens, Greece (2006). He is... Read More →



Monday May 9, 2016 11:40am - 12:30pm
Plaza A