Google Cloud Advanced Architectures

Enterprise Serverless, ML, and Analytics Patterns

Focus: Cloud Run Gen2, Vertex AI Pipelines, BigQuery Streaming, GKE
Stack: Python, Terraform, Docker, Kubeflow

Overview

Production-grade patterns for scalable GCP architectures.

Core Services

• Compute: Cloud Run (Serverless Containers), GKE (Kubernetes)
• ML: Vertex AI (Training & Serving), AutoML
• Data: BigQuery (Analytics), Pub/Sub (Streaming)
• Security: VPC Service Controls, IAM Workload Identity