Apache: Big Data 2015

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.