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
