A table of cloud services commonly used in data engineering and their equivalents in other clouds. Inspired by [ByteByteGo's Cloud Comparison Cheat Sheet](https://blog.bytebytego.com/i/135537446/a-nice-cheat-sheet-of-different-cloud-services-edition). | ![[aws-logo.jpg\|100]] </br> **[[Amazon Web Services\|Amazon Web Services (AWS)]]** | ![[azure-logo.jpg\|180]] </br> **[[Microsoft Azure]]** | ![[gcp-logo.jpg\|100]] </br> **[[Google Cloud Platform\|Google Cloud Platform (GCP)]]** | | :--: | :--: | :--: | || |---| **COMPUTE** |---| | [[Amazon EC2]] | [Azure Virtual Machines](https://azure.microsoft.com/en-us/products/virtual-machines/) | [Compute Engine](https://cloud.google.com/products/compute) | | [[Amazon ECS]] | [Container Instances](https://azure.microsoft.com/en-us/products/container-instances/) | [Cloud Run](https://cloud.google.com/run) | | [Amazon Elastic Kubernetes Service (EKS)](https://aws.amazon.com/eks/) | [Azure Kubernetes Service (AKS)](https://azure.microsoft.com/en-us/products/kubernetes-service/) | [Google Kubernetes Engine (GKE)](https://cloud.google.com/kubernetes-engine) | | [[AWS Lambda]] | [Azure Functions](https://azure.microsoft.com/en-us/products/functions/) | [Cloud Run Functions](https://cloud.google.com/functions) | || |---| **STORAGE** |---| | [[Amazon S3]] | [Azure Blob Storage](https://azure.microsoft.com/en-us/products/storage/blobs/) | [Cloud Storage](https://cloud.google.com/storage/) | | [Amazon EBS](https://aws.amazon.com/ebs/) | [Azure Disk Storage](https://azure.microsoft.com/en-us/products/storage/disks/) | [Persistent Disk](https://cloud.google.com/persistent-disk/) | | [Amazon EFS](https://aws.amazon.com/efs/) | [Azure Files](https://azure.microsoft.com/en-us/products/storage/files/) | [Filestore](https://cloud.google.com/filestore/) | || |---| **DATABASES** |---| | [[Amazon RDS]] | [Azure SQL Databse](https://azure.microsoft.com/en-us/products/azure-sql/database/) | [Cloud SQL](https://cloud.google.com/sql/) | | [[Amazon Aurora]] | [Azure Cosmos DB](https://azure.microsoft.com/en-us/products/cosmos-db/) | [Cloud Spanner](https://cloud.google.com/spanner/) | | [[Amazon Redshift]] | [[Azure Synapse Analytics]] | [[Google BigQuery]] | || |---| **DATA PROCESSING** |---| | [Amazon Kinesis](https://aws.amazon.com/kinesis/) | [Azure Stream Analytics](https://azure.microsoft.com/en-us/products/stream-analytics/) | [Dataflow](https://cloud.google.com/products/dataflow) | | [AWS Glue](https://aws.amazon.com/glue/) | [[Azure Data Factory]] | [Cloud Data Fusion](https://cloud.google.com/data-fusion) | | [Amazon EMR](https://aws.amazon.com/emr/) | [Azure HDInsight](https://azure.microsoft.com/en-us/products/hdinsight/) | [Dataproc](https://cloud.google.com/dataproc/) | || |---| **EVENTS & MESSAGING** |---| | [Amazon SNS](https://aws.amazon.com/sns/) | [Service Bus](https://azure.microsoft.com/en-us/products/service-bus/) | - | | [Amazon SQS](https://aws.amazon.com/sqs/) | [Queue Storage](https://azure.microsoft.com/en-us/products/storage/queues/) | [Pub/Sub](https://cloud.google.com/pubsub) | | [Amazon EventBridge](https://aws.amazon.com/eventbridge/) | [Event Grid](https://azure.microsoft.com/en-us/products/event-grid/) | [Eventarc](https://cloud.google.com/eventarc/) | || |---| **MANAGEMENT & GOVERNANCE** |---| | [Amazon CloudWatch](https://aws.amazon.com/cloudwatch/) | [Azure Monitor](https://azure.microsoft.com/en-us/products/monitor/) | [Operations Suite](https://cloud.google.com/products/operations/) | | [AWS CloudFormation](https://aws.amazon.com/cloudformation/) | [Azure Resource Manager](https://azure.microsoft.com/en-us/get-started/azure-portal/resource-manager/) | [Deployment Manager](https://cloud.google.com/deployment-manager/) | || |---| **NETWORKING & SECURITY** |---| | [Amazon VPC](https://aws.amazon.com/vpc/) | [Virtual Network](https://azure.microsoft.com/en-us/products/virtual-network/) | [Virtual Private Cloud (VPC)](https://cloud.google.com/vpc) | | [AWS Identity and Access Management (IAM)](https://aws.amazon.com/iam/) | [Microsoft Entra ID](https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id) | [IAM](https://cloud.google.com/security/products/iam) | | [AWS Key Management Service (KMS)](https://aws.amazon.com/kms/) | [Key Vault](https://azure.microsoft.com/en-us/products/key-vault/) | [Cloud Key Management](https://cloud.google.com/security/products/security-key-management) | | [AWS Secrets Manager](https://aws.amazon.com/secrets-manager/) | [Key Vault](https://azure.microsoft.com/en-us/products/key-vault/) | [Secret Manager](https://cloud.google.com/security/products/secret-manager) |