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Apache Beam vs Kafka Streams

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Apache Beam

7.7#1 in streaming analytics softwareFree plan
Free planWebAPILinuxmacOS
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Kafka Streams

6.2#13 in stream processing softwareFree plan
Free planLinuxmacOSSelf-hostedWindows
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What both publish

FactApache BeamKafka Streams
Founded20161999
LicenseApache Beam is distributed by the Apache Software Foundation under the Apache License version 2.0.Apache Software Foundation software is licensed under the Apache License 2.0.
SecurityApache release files include OpenPGP signatures and SHA-512 checksums so users can verify downloaded files.Kafka Streams natively integrates with Kafka security features, including encryption in transit, client authentication, and client authorization.

Apache Beam plans

  • Apache BeamFree
  • Apache Beam SDKFree

Kafka Streams plans

  • Apache Kafka StreamsFree

Pick Apache Beam if…

It suits data and software developers building batch or streaming pipelines for supported execution back ends. Beam Playground may help those who want to explore examples without a local installation.

Pick Kafka Streams if…

It suits Java or Scala developers building applications that process data stored in Kafka. Teams that need stateful stream processing without a separate processing cluster may find its architecture useful.

Charts they share