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Spark on Kubernetes

  • Running Spark in the Cloud with dynamic and fast moving cloud infrastructure
  • Kubernetes is the enterprise standard orchestration framework designed primarily for the cloud
  • Running Spark in containers
  • Started as a Kubernetes issue Support Spark natively in Kubernetes and moved to Apache Spark's SPARK-18278 SPIP: Support native submission of spark jobs to a kubernetes cluster
  • one generic K8S RM for all applications (aware of the overall cluster state and infrastructure) while Spark is addressing resource needs by accessing the K8S API, through a plugin developed by the Spark on K8S project.

Articles

  1. Introduction to Spark on Kubernetes