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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, 2025·6 min read
#kafka#kafka streams#stream processing
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