ApacheCon Europe 2019
Join us in Berlin October 22-24 for ApacheCon Europe 2019, the official conference series of The Apache Software Foundation. Attendees will learn about the latest innovations in containers, cloud, DevOps, IoT, servers, web frameworks, plus many other Apache projects and communities in a collaborative, vendor-neutral environment.
GridGain's Alexey Zinovyev, who is also an Apache® Ignite™ Committer, will lead a session titled: "Ensembles of ML algorithms and Distributed Online Machine Learning with Apache Ignite."
Currently, Apache Ignite has a Machine Learning module that includes distributed ML algorithms, with easy integration with TensorFlow via TensorFlow Ignite Dataset (currently, this is a part of TF.contrib package). Each algorithm supports the model updating that gives us ability to make online-learning not only for KMeans and LinReg unlike Apache Spark.
Alexey suggests using the Apache Ignite ML module to speedup your ML training, and to also use Ignite as a backend for distributed TensorFlow calculations.