AlibabaCloud AWS Azure GoogleCloudPlatform サービス早見表

概要

AlibabaCloud , AWS , Azure , GoogleCloudPlatform の各種クラウドで提案の構成を検討する機会があり、備忘録として記載。
ECS？はいはいAWSの。。。え？AlibabaCloudの？？という経験のある方におススメ？

ご注意 ：
情報は2019/05に見直したつもりなのですが、最新かは保障できません。
また「N/A」も無いというより、「調べ切れていない」、「比較し難い」ものだと考えてください。
例えばDatabase MigrationのGCPはN/Aですが、サービス名が思い浮かばないだけで、Migration方法のドキュメントありますし、出来ます。

最終的には、それぞれの公式ドキュメントでご確認ください。

Compute

サービス種別	Alibaba	AWS	Azure	GCP
Virtual Servers	Elastic Compute Service (ECS)	Elastic Compute Cloud (EC2)	Azure Virtual Machines	Compute Engine（GCE）
GPU Servers	Elastic GPU Service (EGS)	EC2 Elastic GPUs	Azure Virtual Machines (NC, ND, NV series)	Compute Engine（GCE）(Cloud Datala)
Auto Scale	Auto Scaling	Auto Scaling	Virtual Machine Scale Sets	Auto Scaling
Container Management	Container Service	Elastic Container Service (ECS)	Azure Container Service (ECS) Azure Container Service for Kubernetes (EKS)	Kubernetes Engine（GKE）
Pre-emptible VMs	Alibaba Batch Compute	AWS Batch	Azure Batch Compute	Cloud Dataflow
high-performance computing	ECHP	(Amazon EC2)	Azure HPC Pack	GPU
Work management	Batch Compute	Batch	HDInsight,Batch	Cloud Dataproc,Cloud Dataflow

Storage & CDN

サービス種別	Alibaba	AWS	Azure	GCP
Object Storage	Object Storage Service (OSS)	Amazon Simple Storage Services (S3)	Azure Blob Storage / Azure Storage v2	Cloud Storage
NoSQL Database	Table Store	DynamoDB ,SimpleDB	Azure Table Storage, CosmosDB (supports MongoDB, Cassandra APIs)	Cloud Datastore、Cloud Bigtable
Content Delivery	Alibaba Cloud CDN	CloudFront	Azure CDN (operated by Akamai and Verizon)	Cloud Content Delivery Network
Shared File Storage	Network Attached Storage (NAS)	Elastic File System (EFS)	Azure File Storage, Data Lake Store (WebHDFS)	Cloud Filestore
Hybrid Storage	Hybrid Cloud Storage Array	N/A	StorSimple	VPC Service Control

Networking

サービス種別	Alibaba	AWS	Azure	GCP
Networking	Virtual Private Cloud (VPC)	Virtual Private Cloud (VPC)	Virtual Network (VNET)	Virtual Private Cloud（VPC）
Dedicated Network	Express Connect	Direct Connect	ExpressRoute	Google Cloud Interconnect
NAT Gateway	NAT Gateway	NAT Gateway	N/A (part of Network Load Balancer)	Cloud NAT
Load Balancing	Server Load Balancer (SLB)	Elastic Load Balancing (ELB)	Network Load Balancer (Level 4) / Application Gateway (Level 7)	Google Cloud Load Balancing
Elastic IP	Elastic IP	Elastic IP Addresses	Reserved IP	静的 IP
Cross-premises Connectivity	VPN Gateway	VPN Gateway	VPN Gateway	Cloud VPN

Databases

サービス種別	Alibaba	AWS	Azure	GCP
Relational Database	ApsaraDB for RDS	Relational Database Service (RDS)	Azure MySQL / PostgreSQL, Azure SQL, Azure Managed SQL Instances	Cloud SQL
Caching	ApsaraDB for Redis	ElastiCache	Azure Redis	Cloud Memorystore
Elastic Data Warehouse	HybridDB for PostgreSQL	RedShift	Azure SQL Data Warehouse	BigQuery
NoSQL - Document Storage	ApsaraDB for MongoDB	DocumentDB	CosmosDB for MongoDB,CosmosDB SQL (aka DocumentDB)	Cloud Firestore
NoSQL – Key/Value	Table Store	DynamoDB	CosmosDB Table,CosmosDB Cassandra	Cloud Datastore
NoSQL – Graph	N/A	Neptune	CosmosDB Graph (Tinkerpop, Gremlin)	Cloud Datastore
Time-series Database	High-Performance Time Series Database (HiTSDB)	Amazon Timestream	Time Series Insights	Cloud Bigtable
Database Migration	Data Transmission Service (DTS)	Database Migration Services (DMS)	Database Migration Service	N/A

Security

サービス種別	Alibaba	AWS	Azure	GCP
DDoS Mitigation	Anti-DDoS Basic	AWS Shield - Standard	DDoS Protection Service	Cloud Load Balancing
DDoS Mitigation	Anti-DDoS Pro	AWS Shield - Advanced	DDoS Protection Service	Cloud Load Balancing
Mobile Security	Mobile Security	N/A	Visual Studio App Center	N/A
Web Application Security	Web Application Firewall	Web Application Firewall (WAF)	Part of Application Gateway	Cloud Armor
Instance Security	Server Guard	N/A	N/A	Shielded VMs
Certificate Service	SSL Certificates Service	Certificate Manager	Part of Azure AppService, not standalone	Google SSL証明書（GCE除く）

Monitoring & Management

サービス種別	Alibaba	AWS	Azure	GCP
Monitoring	CloudMonitor	CloudWatch	Azure Monitor	Stackdriver Monitoring
Authentication and Authorization	Resource Access Management	Identity & Access Manager (IAM)	Azure Active Directory + Role-based Access Control	Cloud IAM,Cloud Identity-Aware Proxy(IAP)
Encryption	Key Management Service	Key Management Service	Azure KeyVault	Cloud Key Management Service(KMS)
Resource Orchestration	Resource Orchestration Service	CloudFormation	Azure Resource Manager	Cloud Deployment Manager

Domains & Websites

サービス種別	Alibaba	AWS	Azure	GCP
Web Applications	Web Hosting	Elastic Beanstalk	Azure AppService	App Engine（GAE）
Domain Name	Domains	Route 53	Azure DNS	Cloud DNS
Domain Name System (DNS)	Alibaba Cloud DNS	Route 53	Azure DNS, Azure Traffic Manager	Cloud DNS

Analytics

サービス種別	Alibaba	AWS	Azure	GCP
Big Data Processing	MaxCompute ,E-MapReduce	Amazon EMR	Azure Databricks	Cloud Dataproc
Data Visualization	DataV ,QuickBI	N/A	PowerBI	Googleデータポータル(旧Google Data Studio)
Development Platform	DataWorks	N/A	N/A	N/A

Application Service

サービス種別	Alibaba	AWS	Azure	GCP
Notification Service	Message Service	Amazon Simple Notification Service (SNS)	Notification Hubs, Azure EventGrid	Cloud Pub/Sub
API Service	API Gateway	API Gateway	API Management	Google Cloud Endpoints
Log Service	Log Service	Amazon Kinesis Data Firehose	Log Analytics, App Insights	Stackdriver Logging
Email Sending and Receiving	DirectMail	Amazon Simple Email Service	Through 3rd party offering SendGrid	SendGrid
Queues	Message Queue	N/A	Azure Queue Storage, Azure Service Bus	Cloud Pub/Sub
FaaS	Function Compute	AWS Lambda	Azure Functions	Cloud Functions,Knative

Media Services

サービス種別	Alibaba	AWS	Azure	GCP
Live Video Streaming	ApsaraVideo Live	AWS Elemental MediaLive	Azure Media Services	(Anvato)
Media Transcoding Service	ApsaraVideo for Media Processing	AWS Elastic Transcoder	Azure Media Services	(Anvato)

参考

Alibaba Cloud Document Center（英語の方）
AWS ドキュメント
Microsoft Azure のドキュメント
Google Cloud Platform のドキュメント