Edit this Sheet then convert to Markdown: https://docs.google.com/spreadsheets/d/1Ibo41Cs_XNdCFSqmNiXEQ16h-ZU6ATb6CZrMdKsLsZI
| **** | **** | Open-Source | GCP | AWS | ... |
|---|---|---|---|---|---|
| Compute | IaaS | Compute Engine | Amazon Elastic Compute Cloud | ||
| PaaS | |||||
| Containers | Google Kubernetes Engine | Amazon Elastic Container Service | |||
| Containers without infrastructure | Cloud Run | AWS Fargate | |||
| FaaS | |||||
| Managed Batch Computing | |||||
| Network | Virtual Networks | Virtual Private Cloud | Amazon Virtual Private Cloud | ||
| Load Balancer | Cloud Load Balancing | Elastic Load Balancer | |||
| Dedicated Interconnect | Cloud Interconnect | Direct Connect | |||
| Domains and DNS | Google Domains, Cloud DNS | Amazon Route 53 | |||
| CDN | Cloud CDN | Amazon CloudFront | |||
| Storage | Object Storage | Cloud Storage | Amazon Simple Storage Service | ||
| Block Storage | |||||
| Reduced-availability Storage | Cloud Storage Nearline | Amazon S3 Standard-Infrequent Access, Amazon S3 One Zone-Infrequent Access | |||
| Archival Storage | Cloud Storage Coldline | Amazon Glacier | |||
| File Storage | Cloud Filestore (beta) | Amazon Elastic File System | |||
| Database | RDBMS | MySQL | Cloud SQL, Cloud Spanner | Amazon Relational Database Service, Amazon Aurora | |
| NoSQL: Key-value | Cloud Firestore, Cloud Bigtable | Amazon DynamoDB | |||
| NoSQL: Indexed | Cloud Firestore | Amazon SimpleDB | |||
| Big Data & Analytics | Batch Data Processing | Cloud Dataproc, Cloud Dataflow | Amazon Elastic MapReduce, AWS Batch | ||
| Stream Data Processing | Cloud Dataflow | Amazon Kinesis | |||
| Stream Data Ingest | Cloud Pub/Sub | Amazon Kinesis | |||
| Analytics | BigQuery | Amazon Redshift, Amazon Athena | |||
| Workflow Orchestration | Apache AirFlow | Cloud Composer | Amazon Data Pipeline, AWS Glue | ||
| Application Services | Messaging | Apache Kafka | Cloud Pub/Sub | Amazon Simple Notification Service, Amazon Simple Queueing Service | |
| Management Services | Monitoring | Stackdriver Monitoring | Amazon CloudWatch | ||
| Logging | Stackdriver Logging | Amazon CloudWatch Logs | |||
| Deployment | |||||
| Machine Learning | Speech | ||||
| Vision | |||||
| Natural Language Processing | |||||
| Translation | |||||
| Conversational Interface | |||||
| Video Intelligence | |||||
| Auto-generated Models | |||||
| Fully Managed ML | |||||
| Infrastructure Deployment Tools | infrastructure-as-code | ||||
| Mobile | Authentication | ||||
| Database | |||||
| Data Storage/CDN | |||||
| Serverless routines | |||||
| Notifications | |||||
| Client application services |