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 |