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#kafka streams

Topic-specific entry points for internal linking, discovery, and deeper subject exploration.

2 articles

Windowing in Stream Processing: Tumbling, Sliding, and Session Windows

Windowing in Stream Processing: Timing is Everything In stream processing (Kafka Streams, Flink, Spark Streaming), you rarely want to aggregate data from the beginning of time. Instead, you want to perform calculations o…

Apr 20, 20262 min read

Deep Dive

#stream-processing#kafka-streams#flink

Data EngineeringAdvanced

Kafka Streams: Real-Time Stream Processing Without a Separate Cluster

Kafka Streams is a Java library for building real-time stream processing applications. Unlike Flink or Spark Streaming, it has no separate cluster — it runs as a library inside your Java application. Each instance of you…

Apr 24, 20256 min read

Deep Dive

#kafka#kafka streams#stream processing