Cloud Product Mapping – AWS vs Azure vs GCP

AI & ML

AWS

Augmented AI | Comprehend | Elastic Inference | Forecast | Fraud Detector | Kendra | Lex | Lookout for Metrics | Neuron | Personalize | Polly | PyTorch | Rekognition | SageMaker | TensorFlow | Transcribe | Translate

Azure

Bot Service | Cognitive Search | Computer Vision | Conversational Language Understanding | Face API | Language Service | Personaliser | Speech Service

GCP

AutoML | DialogFlow | Natural Language AI | Speech-to-Text | Text-to-Speech | Translation AI | Vertex AI | Video AI | Vision AI

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Application – Mgmt

AWS

Amplify | API Gateway | App Mesh | App Runner | AppSync | Elastic Beanstalk | Serverless Application Repository

Azure

API Apps | API Management | Azure Maps | Visual Studio App Centre | App Service | Cloud Services | Service Fabric | Web Apps

GCP

App Engine | Cloud APIs

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Application – Mobile

AWS

Mobile Hub | Publisher Services

Azure

Mobile Apps | Xamarin with Azure

GCP

AdMob and Firebase

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Automation

AWS

OpsWorks

Azure

Automation

GCP

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Compliance

AWS

Artifact | Audit Manager | Compliance Center

Azure

Microsoft Compliance Manager | Trust Center

GCP

Assured Workloads | Compliance Reports Manager

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Compute – Container

AWS

App2Container | Elastic Container Registry (ECR) | Elastic Container Service (ECS) | Elastic Kubernetes Service (EKS) | Fargate

Azure

Azure Kubernetes Service (AKS) | Container Instances | Container Registry

GCP

Artifact Registry | Cloud Run | Kubernetes Engine | Migrate for Anthos and GKE

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Compute – FaaS

AWS

Lambda

Azure

Azure Functions

GCP

Cloud Functions

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Compute – Server

AWS

Auto Scaling | Batch | Elastic Compute Cloud (EC2) | Lightsail | VMware Cloud on AWS

Azure

AutoScale | Batch | Virtual Machines | Azure VMware Solution

GCP

Compute Engine | VMware Engine

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Cost

AWS

Application Cost Profiler | Billing | Budgets | Cost Anomaly Detection | Cost Categories | Cost Explorer | Pricing Calculator

Azure

Advisor | Cost Management and Billing | Pricing Calculator | TCO Calculator

GCP

Cost Management | Recommender | Pricing Calculator

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Data – Analytics

AWS

Athena | CloudSearch | FinSpace | Kinesis | OpenSearch | QuickSight | X-Ray

Azure

Analysis Services | Cognitive Search | Databricks | Data Explorer | Data Lake Analytics | Power BI | Stream Analytics | Synapse Analytics | Time Series Insights

GCP

BigQuery | Dataflow | Looker

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Data – Big Data

AWS

EMR

Azure

HDInsight

GCP

Dataproc

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Data – Database

AWS

DocumentDB | DynamoDB | ElastiCache | MemoryDB for Redis | RDS | SimpleDB

Azure

Cache for Redis | Cosmos DB | Database for MariaDB | Database for MySQL | Databased for PostgreSQL | SQL Database

GCP

Cloud Bigtable | Cloud Spanner | Cloud SQL | Datastore | Firestore | Memorystore

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Data – Data Lake

AWS

Lake Formation | Data Lake Storage (S3)

Azure

Data Lake Analytics | Data Lake Storage (Blob Storage)

GCP

Cloud Storage | Data Lake Modernization Solution

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Data – DWH

AWS

Redshift

Azure

Synapse Analytics

GCP

BigQuery

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Data – Storage

AWS

Elastic Block Store (EBS) | Elastic File System | FSx | Simple Storage Service (S3) | Storage Gateway

Azure

Blob Storage | Confidential Ledger | Data Lake Storage | Disk Storage | Files | NetApp Files | StorSimple

GCP

Cloud Storage | Filestore | Persistent Disk | Local SSD

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DevOps

AWS

Cloud9 | CodeBuild | CodeCommit | CodeDeploy | CodeGuru | CodePipeline | CodeStar | DevOps Guru | Fault Injection Simulator(FIS)

Azure

Azure Artifacts | Azure Boards | Azure Pipelines | Azure Repos | Azure Test Plans | GitHub

GCP

Artifact Registry | Binary Authorization | Cloud Build | Cloud Deploy | Cloud Operations Suite (Stackdriver) | Cloud Source Repositories | Tekton

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Email

AWS

Simple Email Service (SES) | WorkMail

Azure

Microsoft 365

GCP

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ETL

AWS

AppFlow | Data Pipeline | Glue

Azure

Data Factory | Purview

GCP

Cloud Data Fusion | Dataprep by Trifacta

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Firewall

AWS

Web Application Firewall (WAF)

Azure

Application Gateway | Firewall

GCP

Cloud Armor

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Hybrid

AWS

ECS Anywhere | EKS Anywhere | Local Zones | Outputs

Azure

Azure Arc | Azure Stack

GCP

Anthos | Distributed Cloud

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Identity

AWS

Cognito | Directory Service | Identity and Access Management (IAM) | Resource Access Manager (RAM) | Single Sign-On (SSO)

Azure

Azure Active Directory (AAD) | Active Directory B2C | Active Directory Domain Services

GCP

Access Transparency and Access Approval | Cloud Identity | Identity and Access Management (IAM) | Identity Platform

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IoT

AWS

IoT Core | IoT Greengrass | IoT Things Graph

Azure

Digital Twins | IoT Hub | IoT Edge

GCP

Cloud IoT Solutions | IoT Core

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Key & Secret

AWS

CloudHSM | Key Management Service (KMS) | Secrets Manager

Azure

Dedicated HSM | Key Vault

GCP

Cloud Key Management | Secret Manager

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Logging

AWS

CloudTrail | CloudWatch Logs

Azure

Activity Log | Resource Log | AAD Audit Log | Monitor Logs

GCP

Cloud Audit Logs | Cloud Logging

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Messaging

AWS

MQ | Simple Notification Service (SNS) | Simple Queuing Service (SQS) | Pinpoint

Azure

Event Grid | Event Hub | Service Bus

GCP

Pub/Sub | Firebase Cloud Messaging (FCM)

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Migration

AWS

Application Discovery Service | Application Migration Service | Database Migration Service (DMS) | DataSync | Migration Hub | Snow Family | Transfer Family

Azure

Database Migration Service | Data Box | File Sync | Import/Export | Migrate

GCP

Database Migration Service | Migrate for Compute Engine | Storage Transfer Service | Transfer Appliance

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Monitoring

AWS

CloudWatch | X-Ray

Azure

Monitor | Network Watcher

GCP

Cloud Monitoring | Cloud Trace | Error Reporting | Firebase Performance Monitoring | Network Intelligence Center

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Network – CDN

AWS

CloudFront

Azure

Content Delivery Network (CDN) | Front Door

GCP

Cloud CDN

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Network – Connection

AWS

Cloud WAN | Direct Connect | PrivateLink | VPN

Azure

ExpressRoute | Private Link | Virtual WAN | VPN Gateway

GCP

Cloud Router | Cloud VPN | Network Connectivity Center

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Network – Core

AWS

Virtual Private Cloud (VPC)

Azure

Virtual Network

GCP

Virtual Private Cloud (VPC)

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Network – DNS

AWS

Route 53

Azure

DNS | Traffic Manager

GCP

Cloud DNS | Cloud Domains

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Network – LB

AWS

App Mesh | Elastic Load Balancing (ELB) | Global Accelerator

Azure

Application Gateway | Cross-region Load Balancer | Load Balancer

GCP

Cloud Load Balancing | Traffic Director

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Network – MISC.

AWS

NAT Gateways | Transit Gateway

Azure

NAT Gateway | Network Watcher

GCP

Cloud NAT | Network Intelligence Center | Network Service Tiers

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Optimization

AWS

Compute Optimizer | Trusted Advisor

Azure

Advisor

GCP

Recommender

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Queue

AWS

Simple Queue Service (SQS)

Azure

Queue Storage

GCP

Cloud Tasks

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Resource Mgmt

AWS

Account | Control Tower | Organizations | Resource Access Manager (RAM)

Azure

Azure Active Directory (Tenant) | Azure Resource Manager (ARM) | Management Groups | Resource Graph | Resource Group

GCP

Cloud Asset Inventory | Organization | Projects | Resource Manager

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SAP

AWS

SAP on AWS

Azure

SAP on Azure

GCP

SAP on Google Cloud

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Security

AWS

Audit Manager | GuardDuty | Inspector | Security Hub | Shield

Azure

DDoS Protection | Defender for Cloud (formerly Azure Security Centre and Azure Defender) | Defender for Cloud Apps

GCP

Cloud Armor | Security Command Center

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