Machine Learning Support in Apache Apex (Next Gen Hadoop) with Apache SAMOA

Abstract: This talk will be about the integration of Apache Samoa, a distributed streaming machine learning framework with Apache Apex, a distributed, scalable and fault-tolerant stream processing engine. Apache Samoa is a 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.

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Qubole Inc

Qubole is a leading Big Data as a Service provider. Ashish Thusoo and Joydeep Sen Sarma, creators of Facebook's big data infrastructure and Apache Hive, founded Qubole to make it simple to prepare, integrate, and explore Big Data in the cloud. Qubole's Big Data as a Service Solution, Qubole Data Service (QDS), runs on the top performing elastic Hadoop engine on the cloud and includes a library of data connectors with a graphical user-interface for Hive, Pig, Ooze and Sqoop. QDS makes it easy to inspect data, author and execute queries, and convert queries into scheduled jobs. With QDS, the power of Big Data meets the simplicity of the cloud. The largest brands in social media, online advertising, entertainment, gaming and other data-intensive ventures trust QDS to handle their most challenging Big Data requirements at a fraction of the cost of alternatives. Customers include Pinterest, Quora, MediaMath, Insightera, Vocanic, TubeMogul, Decide.com, BigCommerce and many others.

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Qubole is a leading Big Data as a Service provider. Ashish Thusoo and Joydeep Sen Sarma, creators of Facebook's big data infrastructure and Apache Hive, founded Qubole to make it simple to prepare, integrate, and explore Big Data in the cloud. Qubole's Big Data as a Service Solution, Qubole Data Service (QDS), runs on the top performing elastic Hadoop engine on the cloud and includes a library of data connectors with a graphical user-interface for Hive, Pig, Ooze and Sqoop. QDS makes it easy to inspect data, author and execute queries, and convert queries into scheduled jobs. With QDS, the power of Big Data meets the simplicity of the cloud. The largest brands in social media, online advertising, entertainment, gaming and other data-intensive ventures trust QDS to handle their most challenging Big Data requirements at a fraction of the cost of alternatives. Customers include Pinterest, Quora, MediaMath, Insightera, Vocanic, TubeMogul, Decide.com, BigCommerce and many others.

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