Cloud Run Google App Engine Google Cloud Function IAAS : Infrastructure as a service CAAS : Container as a service PAAS : Platform as a service FAAS : Function as a service GCE GKE GAE GCF Virtual Machine Managed K8s cluster Serverless container Serverless application Serverless function platform
Cloud Functions Cloud Run (Or Pub/Sub) for Cloud Functions Workflow and scheduler REST API Scheduler ✓ Severless: easy & fast ✓ Low-cost solution ✓ Suitable for light workload
Unified data pipeline with Apache Beam Processing data (Big data workload) Workflow and scheduler Cloud Dataproc REST API Cloud Dataflow Scheduler ✓ Big data framework: Spark, Apache Beam, Flink ✓ Scalability and reliability ✓ Opensource solutions