- Streaming
- 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
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