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Ryan Orban

Ryan Orban

Subject
2 entries

Lambda Architecture

Bookmarks

  1. Cloudera Rebuilding Machine Learning for Hadoop with Oryx

    GigaOm's coverage of Cloudera launching Oryx — an open-source ML-on-Hadoop framework using the Lambda Architecture for batch retraining plus real-time serving. An early attempt to make production machine learning first-class on Hadoop.

  2. Streaming MapReduce with Summingbird

    Twitter's Summingbird library unifies batch (Hadoop/Scalding) and streaming (Storm) MapReduce into a single Scala API — write once, run on either backend. An early practical implementation of the Lambda Architecture's dual-speed compute model.

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