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Clouds

Breakdown of the main cloud components for each main cloud provider

AWS​

  • DynamoDB - Serverless No-SQL database
  • Kinesis - Real-time data streaming
  • Lambda - Event processing
  • ECS - Managed docker containers service
  • EKS – Managed kubernetes service
  • S3 - Scalable object storage
  • Redshift – Cloud data warehouse
  • API Gateway – API management service
  • MSK – Managed Kafka service
  • CloudWatch – Logging and monitoring
  • Step Functions – Serverless workflow automation
  • SageMaker – Managed ML model training

GCP​

  • GKE – Managed Kubernetes service
  • Bigtable – NoSQL wide-column store
  • Memorystore – Managed Redis/Memcached
  • BigQuery – Serverless data warehouse
  • Pub/Sub – Event-driven messaging

Azure​

  • Azure Functions – Serverless function execution
  • AKS – Managed Kubernetes service
  • Blob Storage – Scalable object storage
  • Cosmos DB – Global NoSQL database
  • Redis Cache – Managed Redis database
  • Azure Data Factory – Managed ETL service
  • Event Hubs – Event-driven streaming
  • Key Vault – Managed secrets management
  • Log Analytics – Centralized log management
  • Azure OpenAI – Generative AI models