Chris Fregly created SPARK-4184:
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             Summary: Improve Spark Streaming documentation
                 Key: SPARK-4184
                 URL: https://issues.apache.org/jira/browse/SPARK-4184
             Project: Spark
          Issue Type: Documentation
          Components: Streaming
            Reporter: Chris Fregly
             Fix For: 1.2.0


Improve Streaming documentation including API descriptions, concurrency/thread 
safety, fault tolerance, replication, checkpointing, scalability, resource 
allocation and utilization, back pressure, and monitoring.

also, add a section to the kinesis streaming guide describing how to use IAM 
roles with the Spark Kinesis Receiver.



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