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What is the difference between ksqlDB and Kafka Streams, and when should you use each? · ORA·tech

Advanced Pro#kafka

Sự khác biệt giữa ksqlDB và Kafka Streams là gì? Khi nào nên dùng loại nào?

February 15, 2026

Quick summary

ksqlDB is an event streaming database that uses SQL to query and process data streams, whereas Kafka Streams is a Java/Scala client library for building stream processing applications. Choose ksqlDB for rapid development using SQL, and Kafka Streams when you need to embed stream processing directly into JVM microservices with fine-grained control.

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