Apache Beam
7.7#1 in streaming analytics softwareFree planFree planWebAPILinuxmacOS
VisitApache Beam vs Apache Samza
Apache Samza
6.0#17 in stream processing softwareFree planFree planAPILinuxSelf-hosted
VisitWhat both publish
| Fact | Apache Beam | Apache Samza |
|---|---|---|
| Founded | 2016 | 2013 |
| Security | Apache release files include OpenPGP signatures and SHA-512 checksums so users can verify downloaded files. | The background documentation says Samza works with YARN, which supports Hadoop’s security model, and uses Linux cgroups for resource isolation. |
Apache Beam plans
- Apache BeamFree
- Apache Beam SDKFree
Apache Samza plans
- Apache SamzaFree
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 Apache Samza if…
Samza suits developers building real-time stream-processing applications in Java or Scala who can manage a self-hosted deployment. Its range of APIs and integrations may also fit teams processing data from multiple sources.