Edited at

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