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Apache: Big Data Europe 2016
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Wednesday, November 16 • 11:00 - 11:50
Machine Learning on Apache Apex with Apache Samoa - Bhupesh Chawda, DataTorrent Software

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This talk will be about the integration of Apache Samoa, a distributed streaming machine learning framework (https://samoa.incubator.apache.org) with Apache Apex, a distributed, scalable and fault-tolerant stream processing engine (https://apex.apache.org). Apache Samoa is a kind of WORA (write-once-run-anywhere) framework where algorithms developed on Samoa can be run on other distributed stream processing engines like Storm, Samza and Flink. This talk will introduce the integration story with Apache Apex and outline the process and the challenges therein. In addition, the talk will also dwell upon some comparative analysis on the performance of Samoa algorithms on few popular integrated runners, namely Apache Storm, Apache Flink and Apache Apex.

Speakers
avatar for Bhupesh Chawda

Bhupesh Chawda

Software Engineer, DataTorrent Software India Pvt. Ltd.
Bhupesh Chawda is a Software Engineer at DataTorrent Software, India and a committer on the Apache Apex project under the Apache Software Foundation. Previously he was a Research Engineer at IBM India Research Labs, New Delhi. His interests are in the areas of distributed systems, stream processing and machine learning. He has experience delivering talks at international conferences like EDBT (2013) and ACM IKDD CODS (2016). He has publications... Read More →


Wednesday November 16, 2016 11:00 - 11:50
Santa Cruz

Attendees (10)