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Google Cloud Platform (GCP) entity
Cloud
Provider
Public-Cloud
cloud-operating-model-key-strategies-and-best-practices

Google Cloud Platform (GCP)

Google Cloud Platform (GCP) is Google's cloud computing platform, providing infrastructure and application services with strengths in AI/ML, data analytics, and container technologies.

Overview

GCP is one of the three major public cloud providers, particularly known for Kubernetes (originated at Google), data analytics, and machine learning capabilities.

Key Services Referenced

Category Services
Compute Compute Engine, Cloud Functions, GKE
Storage Cloud Storage, Filestore
Database Cloud SQL, BigQuery, Firestore, Spanner
AI/ML Vertex AI, TensorFlow, Gemini
Analytics BigQuery, Dataflow, Looker
Networking VPC, Cloud CDN, Cloud Load Balancing

Multi-Cloud Context

GCP is commonly used alongside AWS and Azure in multi-cloud strategies:

  • Machine Learning — Often preferred for ML/AI workloads (Vertex AI, TensorFlow)
  • Data Analytics — BigQuery for data warehousing and analytics
  • Container-native — GKE (Google Kubernetes Engine) for container orchestration

Sources