Beam - Apache Beam is a unified model for defining batch and streaming data parallel processing pipelines, as well as a set of language-specific SDKs for building pipelines and Runners to execute them on distributed processing backends, including Apache Apex, Apache Flink, Apache Spark and Google Cloud Dataflow.