Thursday, December 4, 2014

The 8 Requirements of Real-Time Stream Processing

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Applications that require real-time processing of high-volume data streams are pushing the limits of data processing infrastructures.


  1. Keep the data moving
  2. Query using SQL on streams (StreamSQL)
  3. Handle stream imperfections (delayed, missing, and out-of-order data)
  4. Generate predictable outcomes
  5. Integrated stored and streaming data
  6. Guarantee data safety and availability
  7. Partition and scale applications automatically
  8. Process and respond instantaneously

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