GCP (Google Cloud Platform) & AWS (Amazon Web Services) Cloud services comparison
| AWS | GCP |
|---|---|
| Availability Zone | Zone |
| Virtual Private Cloud (VPC) | Virtual Private Cloud (VPC) |
| Identity Access Management (IAM) | Identity Access Management (IAM) |
| AWS CloudShell | Cloud Shell |
| Market Place | Market Place |
| EC2 | Compute Engine (VM) |
| S3 | Cloud Storage |
| EFS | Filestore |
| EBS | Persistent Disk |
| ElastiCache / Cloud Front | Cloud CDN |
| Device Farm | Cloud Test Lab |
| Elastic Beanstalk | App Engine |
| RDS | Cloud SQL |
| Redshift | BigQuery |
| DynamoDB | Bigtable |
| Elastic Container Service | Kubernetes Engine |
| Lambda | Cloud Functions |
| API Gateway | Cloud Endpoints |
| Elastic Transcoder | Cloud Video |
| Fargate | Cloud Run/Anthos |
| Elastic Load Balancer | Cloud Load Balancing |
| Direct Connect | Cloud Interconnect/Cloud VPN |
| Route 53 | Domains, Cloud DNS |
| EMR | Cloud DataProc |
| Kinesis/Data Pipeline | Cloud Dataflow |
| SNS/Kinesis Data Steams | Pub/Sub |
| Data Pipeline | Cloud Composer |
| Code Pipeline | Cloud Build |
| Auto Scaling | Autoscaler |
| CloudWatch | Operations Suite (Stackdriver) |
| Cloud Trail | Cloud Logging |
| AWS Snowball | Transfer Appliance |
| Tags | Labels |
| Reserved instances | VM with committed use discounts |
| Spot instances | Preemptible VM |
| Sagemaker | Cloud AutoML |
| AWS Cloud9 | Cloud Code |
| AWS Glue Data Catalog | Cloud Data Catalog |
| Other Softwares/Platforms | GCP |
|---|---|
| Docker Hub | Container Registry |
| Kafka | Cloud Pub/sub) |
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