Neal,  Conviva is using apache spark streaming in production to
monitor delivery of video on demand.  They measure and react to CDN
(content delivery network) performance per local geography.  Davis
Shepard gave a presentation on their use of apache spark at AmpCamp 3.
 I am providing links below to spark streaming documentation, hands on
exercises, and video from Davis Sheperd's recent talk.

AmpCamp 3, Hands-on Exercises on AWS EC2
http://ampcamp.berkeley.edu/3/exercises/realtime-processing-with-spark-streaming.html

Prerequisite, Setting up an apache spark cluster on AWS EC2
http://ampcamp.berkeley.edu/3/exercises/launching-a-bdas-cluster-on-ec2.html

Latest Spark Streaming Programming Guide
http://spark.incubator.apache.org/docs/latest/streaming-programming-guide.html

User Case Study Talks - Conviva - Davis Sheperd - UC Berkeley AmpLab 2013
http://www.youtube.com/watch?feature=player_detailpage&v=YaayAatdRNs

Presentation slides from Davis Sheperd's apache spark streaming talk.
http://ampcamp.berkeley.edu/wp-content/uploads/2013/07/AmpCamp3-revision2.pptx

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