GCP ⇒ Microsoft Azure

GCP Microsoft Azure
AI Platform Notebooks Azure Notebooks
AI Platform Predictions Azure ML - Deployments
AI Platform Training Azure ML – Compute Targets
Anthos Service Mesh Open Service Mesh (OSM)
Anthos Azure Arc
Apigee Azure API Management
App Engine Azure App Service
Artifact Registry (beta)、Container Registry Azure Container Registry
Artifact Registry Azure Artifacts、GitHub Packages
Artifact Registry Azure Container Registry
AutoML Tables – Structured Data Azure ML - Automated Machine Learning
AutoML Tables – Structured Data ML.NET Model Builder
AutoML Video Intelligence Azure Video Analyzer
AutoML Vision Azure Cognitive Services Custom Vision
Batch Azure Batch
BeyondCorp Enterprise Azure AD Conditional Access
BigQuery Azure Data Explorer、Azure Time Series Insights、Azure Cosmos DB
BigQuery Azure Synapse Analytics、SQL Server Big Data Clusters、Azure Databricks
BigQuery SQL Server Analysis Services
Chronicle Microsoft Sentinel
Cloud Armor Application Gateway - Web Application Firewall
Cloud Armor CDN – Azure Web Application Firewall
Cloud Armor Front door – Azure Web Application Firewall
Cloud Bigtable Azure Table storage
Cloud Billing Azure Billing API
Cloud Build Azure Pipelines、GitHub Actions
Cloud CDN Azure CDN
Cloud Console Azure portal
Cloud Data Catalog Azure Purview
Cloud Data Fusion Azure Data Factory、Azure Synapse Analytics
Cloud Data Loss Prevention Azure Information Protection
Cloud Dataflow Azure Databricks
Cloud Debugger Azure Monitor
Cloud Deployment Manager Azure Automation
Cloud Deployment Manager Azure Resource Manager
Cloud Developer Tools (including Cloud Code) Azure Developer Tools
Cloud DNS Azure DNS
Cloud DNS Azure Traffic Manager
Cloud Firestore Azure Cosmos DB
Cloud Functions Azure Functions
Cloud GPUs GPU Optimized VMs
Cloud HSM Azure Dedicated HSM
Cloud Identity Azure Active Directory
Cloud Interconnect Azure ExpressRoute
Cloud IoT Core Azure IoT Hub、Azure Event Hubs
Cloud KMS、Secret Manager Azure Key Vault
Cloud Logging Log Analytics
Cloud Memorystore Azure Cache for Redis
Cloud Monitoring Application Insights
Cloud NAT Azure Virtual Network NAT
Cloud Profiler Azure Monitor
Cloud Pub/Sub Azure Event Grid
Cloud Pub/Sub Azure Event Hubs
Cloud Pub/Sub Azure Service Bus
Cloud Pub/Sub Azure Stream Analytics、HDInsight Kafka
Cloud router Azure Virtual Network Gateway
Cloud Run Azure Container Apps
Cloud Search Azure Search
Cloud Shell Azure Cloud Shell
Cloud Source Repositories Azure Repos、GitHub Repos
Cloud Spanner Azure Cosmos DB for NoSQL
Cloud SQL Azure SQL family、Azure SQL Edge
Cloud SQL Azure Database for MySQL (Single & Flexible Server)、Azure Database for PostgreSQL (Single & Flexible Server)
Cloud Storage、Cloud Storage for Firebase Azure Blob storage
Cloud TPU Azure ML – FPGA (Field Programmable Gate Arrays)
Cloud Trace Azure Monitor
Cloud VPN Gateway Azure Virtual Network Gateway
Cloud VPN Gateway Azure Virtual WAN
Composer Azure Logic Apps
Compute Engine Autoscaler、Compute Engine managed instance groups Azure virtual machine scale sets
Compute Engine Azure Virtual Machines
Confidential Computing Azure Confidential Computing
Container Analysis Microsoft Defender for container registries
Container Security Container Security in Microsoft Defender for Cloud
Continuous Evaluation Azure ML – Data Drift
Cost Management Azure Cost Management
Data Labeling Service Azure ML - Data Labeling
Data Studio、Looker Power BI
Database Migration Service Azure Database Migration Service
Dataproc Azure HDInsight、Azure Synapse Analytics、Azure Databricks
Deep Learning Containers GPU support on Azure Kubernetes Service (AKS)
Deep Learning VM Image Data Science Virtual Machines
Dialogflow Azure Cognitive Services QnA Maker
Dialogflow Microsoft Bot Framework
Digital Asset Azure Confidential Ledger
Edge TPU Azure IoT Edge
Encryption at rest Azure Storage Service Encryption
Event Threat Detection Azure Advanced Threat Protection
Filestore Azure Files、Azure NetApp Files
Firebase Realtime Database Azure Cosmos DB change feed
Firewall Rules Logging NSG Flow logs
Firewall rules Application security groups
Firewall rules Azure Firewall
Firewall rules Network Security groups
G Suite Microsoft 365
Game Servers Azure PlayFab
Gcloud SDK Azure CLI
Global load balancing Azure Application Gateway
Global load balancing Azure Front door
Global load balancing Azure Traffic Manager
Google Cloud Rapid Assessment & Migration Program (RAMP) Azure Migration and Modernization Program
Google Cloud VMware Engine Azure VMware Solution
Google Drive OneDrive For business
Identity and Access Management Azure attribute-based access control
Identity and Access Management Azure role-based access control
Identity platform Azure Active Directory B2C
Internal DNS Azure Private DNS
Kubeflow Machine Learning Operations (MLOps)
Kubernetes Engine (GKE) Azure Kubernetes Service (AKS)
Kubernetes Engine Monitoring Azure Monitor container insights
Migrate for Anthos Azure Migrate: App Containerization tool
Migrate for Compute Engine Azure Migrate: Server Migration tool
Multi-factor Authentication Azure Active Directory Multi-factor Authentication
Natural Language AI Azure Cognitive Services Language Understanding (LUIS)
Natural Language AI Azure Cognitive Services Text Analytics
Network Intelligence Center Azure Network Watcher
Network Load Balancing Azure Load Balancer
Operations (formerly Stackdriver) Azure Monitor
Operations (formerly Stackdriver) Azure Monitor
Operations (formerly Stackdriver) Azure Monitor
Persistant Disk、Local SSD Azure managed disks
PowerShell on Google Cloud Azure PowerShell
Private Service Connect Azure Private Link
Resource Manager Azure Resource Manager
S2S、P2S Direct Interconnect、Partner Interconnect、Carrier Peering
Security Command Center、Web Security Scanner Microsoft Defender for Cloud
Sole-tenant nodes Azure Dedicated Host
Speech-to-Text Azure Cognitive Services Speech To Text
TensorFlow ML.NET
TensorFlow ONNX (Open Neural Network Exchange)
Transfer Appliance Azure Data Box
Transfer Appliance Azure Import/Export
Vertex AI Azure Machine Learning
Virtual Private Network (VPC) Azure Virtual Network (Vnet)
Vision AI Azure Cognitive Services Computer Vision
VMware Engine Azure VMware Solution
VPC Flow logs NSG Flow logs
What-If Tool Azure ML – Model Interpretability

ニーズに合ったパブリッククラウドサービスを選ぼう

AWS、Microsoft Azure、GCPはそれぞれが類似したパブリッククラウドサービスを提供している。しかし、提供されている機能がすべて同じというわけではない。

Microsoftがまとめたドキュメントは提供されているサービスを目的ごとに機能が類似したものに合わせて整理してあるが、すべての機能がカバーされているものではないし、サービスによっては比較対象となるパブリッククラウドサービスが存在していないものもある。

しかしながら、このドキュメントはAWS、Microsoft Azure、GCPの対応表として優れた資料であるのは間違いない。このドキュメントがなかった場合、一からすべての対応を調べるのは大変だ。

Microsoftのドキュメントをとっかかりにすることで、他のベンダーが提供している類似サービスを見つけやすくなる。パブリッククラウドサービスを利用したシステム開発や運用を行っている場合には押さえておきたいドキュメントだ。