Home > Disrup. Technology, Distributed Machine Learning > Jubatus – distributed scalable online machine learning framework

Jubatus – distributed scalable online machine learning framework


Finally a solution for real-time distributed machine learning: Jubatus. Jubatus differs from Mahout and other distributed machine learning solutions that its focus is real-time instead of batch. Algorithms are for online classification, regression, recommendation, graph operation (queries, centrality, shortest path), etc. Zookeeper is used to keep the distributed Jubaclassifiers synchronized. Multiple clients connect to the Juakeeper (based on Zookeeper). Jubatus has a plugin framework to convert unstructured data on the fly into feature vectors. Performance seems to be linear for 16 nodes. Jubatus is another solution that Big Data Architects should evaluate…

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