| CI/CD |
Azure DevOps, GitHub Enterprise |
AWS Code Build, AWS Code Deploy, AWS Code Pipeline |
Google Cloud Build, Google Cloud Deploy |
| Data warehouse |
Azure Synapse Analytics |
Amazon Redshift |
BigQuery |
| Data Integration |
Azure Data Factory |
AWS Glue, Amazon Data Pipeline |
Google Cloud Data Fusion |
| Messaging |
Azure Service Bus, Azure Event Hubs |
AWS Kinesis, Amazon SNS, Amazon SQS |
Google Pub/Sub |
| Workflow orchestration |
Azure Data Factory |
Amazon Data Pipeline, AWS Glue, Apache Airflow |
Cloud Composer |
| Document data |
Azure Cosmos DB |
Amazon DocumentDB |
Firestore |
| NoSQL - Key/Value |
Azure Cosmos DB |
Amazon DynamoDB |
Cloud Bigtable |
| RDBMS |
Azure SQL Database |
Amazon Aurora, Amazon RDS |
Cloud SQL |
| Storage Transfer |
Azure Data Factory, Azure Storage Mover |
AWS Storage Gateway, AWS Data Sync |
Storage Transfer Service |
| Network connectivity |
Azure Virtual Private Network |
AWS Virtual Private Network |
Cloud VPN |
| Audit logging |
Azure Audit Logs |
AWS CloudTrail |
Cloud Audit Logs |
| Key management |
Azure Key Vault |
AWS KMS |
Cloud KMS |
| Identity |
Azure Identity Management |
AWS IAM |
Google Cloud IAM |
| Storage Service |
Azure Blob Storage |
Amazon S3 |
Google Cloud Storage |