Spark on Kubernetes: Operator, Dynamic Allocation, and Production Monitoring

TLDR: Running Spark on Kubernetes replaces YARN's static queue model with a container-native, elastically-scaled execution environment. The kubeflow Spark Operator manages SparkApplication CRDs throug