Streaming

• docs
• beam

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Ref

Book

• Streaming Systems
  • figures
  • github
  • oreilly
  • errata

Article

• Streaming
  • Streaming 101: The world beyond batch
  • Streaming 102: The world beyond batch
• Lambda Architecture
  • How to beat the CAP theorem
  • Questioning the Lambda Architecture
• Batch vs Streaming
  • Why local state is a fundamental primitive in stream processing
  • research: MillWheel: Fault-Tolerant Stream Processing at Internet Scale
  • research: Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters
  • research: Lightweight Asynchronous Snapshots for Distributed Dataflows
  • reasearch: MapReduce: Simplified Data Processing on Large Clusters
• Data processing patterns
  • Realtime Trending Analysis with Approximate Algorithms: Top-N
  • Introducing Streaming k-means in Apache Spark 1.2: streaming k-means

Application

• Apache Beam
  • go: examples
• Apache Flink
• Google Dataflow