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A cloud services cheat sheet for AWS, Azure and Google Cloud

Superuser by Superuser
January 11, 2021
Home Cloud Computing
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Trevor Jones

By

Released: 06 Jan 2021

AWS, Microsoft and Google each deal well over 100 cloud services. It’s tough enough keeping tabs on what one cloud deals, so best of luck attempting to get a deal with on the items from the 3 significant service providers.

Even attempting to compare what’s offered in each cloud can rapidly get complicated, considering that calling conventions differ by supplier and service. For instance, you can be forgiven for not understanding AWS Fargate, Microsoft Azure Container Instances and Google Cloud Run all basically serve the very same function.

So, if you ever feel at a loss for what’s what, ideally this cloud services cheat sheet will assist. Consider it a guide for cloud directory sites– a fast recommendation sheet for what each supplier calls the very same service.

Nevertheless, you can likewise utilize this as a beginning point. You’ll require to do your research to get a more nuanced understanding of what differentiates the offerings from one another. Follow a few of the links throughout this piece and take that next action in dissecting these offerings.

That’s due to the fact that not all services are equivalent– each has its own set of functions and abilities, and the performance may differ commonly throughout platforms. And even if a service provider does not have actually a designated service in among these classifications, that does not imply it’s difficult to attain the very same goal. For instance, Google Cloud does not use a specific catastrophe healing service, however it’s definitely efficient in supporting DR.

Here is our cloud services cheat sheet of the services offered on AWS, Google Cloud and Azure. The list is broken down by classification to assist you begin your cross-cloud analysis.

AI and artificial intelligence

AWS Azure Google Cloud
AI containers AWS Deep Knowing Containers GPU assistance on AKS Deep Knowing Containers
AI maker images AWS Deep Knowing AMIs Data Science Virtual Machines Deep Knowing VM Image
Chat bots contractor Amazon Lex Azure Bot Service, QnA Maker Dialogflow
Information labeling Amazon SageMaker Ground Reality Azure Artificial intelligence information labeling Cloud Data Identifying
File extraction, image material analysis Amazon Textract Azure Kind Recognizer, Ink Recognizer, Computer System Vision, Customized Vision Vision API
Image and video acknowledgment, indexing Amazon Rekognition Azure Face, Video Indexer Video AI
Reasoning accelerator Amazon Elastic Reasoning GPUs on AKS Cloud TPU, Edge TPU
Language acknowledgment, belief analysis Amazon Comprehend Language Comprehending, Text Analytics Natural Language
Language translation Amazon Translate Speech Translation, Translator Translation
Artificial intelligence hardware AWS Inferentia, AWS Trainium (sneak peek *) FPGA Cloud TPU
Handled artificial intelligence platform Amazon SageMaker Azure Artificial Intelligence Cloud AutoML
Online scams detection Amazon Scams Detector N/A reCAPTCHA Business
Forecast evaluation and small amounts Amazon Increased AI, Amazon SageMaker Clarify Azure Material Mediator N/A
Suggestion combination Amazon Personalize Personalizer Recommendations AI (sneak peek)
Speech acknowledgment Amazon Transcribe Speaker Acknowledgment, Speech to Text Cloud Speech-to-Text API
Text-to-speech Amazon Polly Text to Speech Cloud Text-to-Speech API
Time-series forecasting Amazon Projection N/A N/A
Vision/speech modeling packaged gadgets AWS DeepLens Azure Kinect DK N/A

Analytics

AWS Azure Google Cloud
Huge information processing Amazon EMR Azure Databricks, Azure HDInsight Dataproc
Company analytics Amazon QuickSight Power BI Embedded Looker, Google Data Studio
Information lake development Amazon HealthLake (sneak peek), AWS Lake Development Azure Data Lake Storage Cloud Storage
Information sharing AWS Data Exchange, AWS Lake Development Azure Data Share Cloud Dataprep (collaboration with Trifacta)
Information warehousing Amazon Redshift Azure Synapse Analytics BigQuery
ETL AWS Glue, Amazon Kinesis Data Firehose, Amazon SageMaker Data Wrangler Azure Data Factory Cloud Data Combination, Dataflow, Dataproc
Hosted Hadoop/Spark Amazon EMR Azure HDInsight Dataproc
Handled search Amazon CloudSearch, Amazon Elasticsearch Service, Amazon Kendra Azure Cognitive Browse, Bing Browse services Cloud Browse
Handled Kafka Amazon Managed Streaming for Apache Kafka Azure Occasion Hubs for Apache Kafka N/A (offered through a collaboration with Confluent)
Real-time information streaming Amazon Kinesis Data Analytics, Amazon Kinesis Data Streams Azure Stream Analytics Dataflow, Pub/Sub
Inquiry service, information expedition Amazon Athena, Amazon Elasticsearch Service, Amazon Managed Service for Grafana (sneak peek) SQL Server ML Solutions, Big Data Clusters (Glow), Data Lake Analytics, SQL Server Analysis Providers, Azure Data Explorer BigQuery

Application combination

AWS Azure Google Cloud
API advancement and management Amazon API Entrance, AWS AppSync Azure API Apps API Entrance (sneak peek), Apigee, Cloud Endpoints
Dispersed app coordination Amazon Simple Workflow Service, AWS Step Functions Reasoning Apps Cloud Jobs
Occasion routing, third-party combination Amazon AppFlow, Amazon EventBridge, Amazon Simple Alert Service Occasion Grid Pub/Sub
Messaging Amazon MQ, Amazon Simple Line Service Line Storage, Service Bus Pub/Sub
Service discovery AWS Cloud Map N/A N/A
Service mesh AWS App Mesh Azure Service Material Mesh (sneak peek) Anthos Service Mesh
Workflow orchestration AWS Data Pipeline Reasoning Apps Cloud Author

Company applications **

AWS Azure Google Cloud
Cooperation tool suite N/A Microsoft 365 Google Work Space
File sharing and storage Amazon WorkDocs Microsoft Word Google Docs
Email and calendar Amazon WorkMail Outlook Gmail
Low-code/no-code Amazon Honeycode (sneak peek) Microsoft PowerApps, Job Bonsai (sneak peek) AppSheet
Video calls and chat Amazon Chime Microsoft Groups Google Meet
Voice assistant Alexa for Company Cortana Google Assistant

Compute

AWS Azure Google Cloud
Autoscaling AWS EC2 Vehicle Scaling Azure Autoscale, Azure virtual maker scale sets Handled circumstances groups (MIGs)
Batch scheduling, performing and processing AWS Batch Azure Batch Batch on GKE (sneak peek)
Functions as a service AWS Lambda Azure Functions Cloud Functions
5G-based facilities AWS Wavelength Azure Edge Zones Worldwide Mobile Edge Cloud (GMEC)
High efficiency computing cluster management AWS ParallelCluster Azure CycleCloud N/A
Separated servers Committed Circumstances Azure Dedicated Host Sole-tenant Nodes, Protected VMs
PaaS AWS Elastic Beanstalk App Service, Azure Cloud Providers, Azure Spring Cloud, Azure Red Hat OpenShift App Engine
On-premises/edge gadgets AWS Stations, AWS Snow Household Azure Stack Center, Azure Stack HCI (sneak peek), Azure Stack Edge N/A
Quantum computing Amazon Braket Azure Quantum (sneak peek) N/A
Virtual devices Amazon EC2 Virtual Devices Compute Engine
Virtual personal server Amazon Lightsail N/A N/A
VMware combination VMware Cloud on AWS Azure VMware Service VMware Engine

Containers

AWS Azure Google Cloud
Container computer registry Amazon Elastic Container Pc Registry (ECR), ECR Public Azure Container Pc Registry Artifact Pc registry (sneak peek), Container Pc Registry
Handled container service Amazon Elastic Container Service (ECS), Amazon Elastic Kubernetes Service (EKS) Azure Kubernetes Service (AKS) Google Kubernetes Engine (GKE)
Serverless container environment AWS Fargate Azure Container Circumstances (ACI) Cloud Run

Expense controls

AWS Azure Google Cloud
Long-lasting dedication discount rate programs EC2 Booked Circumstances, Cost Savings Strategies Appointments, Azure Hybrid Advantage Devoted usage discount rates, continual usage discount rates
Low-priced, interruptible VMs EC2 Area Azure Area Virtual Machines Preemptible Virtual Devices
Optimization tools Amazon CodeGuru, Amazon DevOps Expert (sneak peek), AWS Calculate Optimizer, AWS Relied On Consultant, AWS Well-Architected Tool Azure Consultant, Azure Well-Architected Evaluation Recommender, Network Intelligence Center, Cloud Profiler
Investing tracker and analysis AWS Budgets, AWS Expense Abnormality Detection, AWS Expense Explorer, AWS Expense and Use Report Azure Expense Management and Billing Expense Management

Databases

AWS Azure Google Cloud
Blockchain Amazon Managed Blockchain, Amazon Quantum Journal Database (QLDB) Azure Blockchain Service (sneak peek), Azure Blockchain Tokens (sneak peek), Azure Blockchain Workbench (sneak peek) N/A
In-memory caching Amazon ElastiCache (Memcached, Redis) Azure Cache for Redis Cloud Memorystore
NoSQL: Column-family Amazon Keyspaces (for Apache Cassandra) Azure Universe DB Cloud Bigtable
NoSQL: File Amazon DocumentDB (with MongoDB compatibility), Amazon DynamoDB Azure Universe DB Cloud Firestore, Firebase Realtime Database
NoSQL: Chart Amazon Neptune Azure Universe DB Gremlin API N/A
NoSQL: Key-value Amazon DynamoDB, Amazon Keyspaces Azure Universe DB, Table storage Cloud Bigtable, Firestore
Relational database management system Amazon Aurora, Amazon RDS (MySQL, PostgreSQL, Oracle, SQL Server, MariaDB), Amazon RDS on VMware Azure Database (MySQL, MariaDB, PostgreSQL), Azure SQL (Database, Edge, Managed Circumstances) Cloud SQL (MySQL, PostgreSQL, SQL Server), Cloud Spanner
Time-series database Amazon Timestream Azure Time Series Insights Cloud Bigtable

Designer tools

AWS Azure Google Cloud
App setup criterion storage AWS AppConfig App Setup Cloud Storage
Artifact management AWS CodeArtifact Azure Artifacts, GitHub Bundles Artifact Pc registry (sneak peek)
Code debugging AWS X-Ray Visual Studio Code Cloud Debugger, Firebase Crashlytics
CI/CD AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline, AWS CodeStar Azure DevOps, Azure Pipelines Cloud Build, Tekton
Advancement packages AWS Cloud Advancement Set, Amazon Corretto Azure SDKs Cloud SDK
IDEs and other tools for engaging with cloud resources AWS Cloud9, AWS CLI, AWS CloudShell, Amazon EMR Studio Azure CLI, Azure PowerShell, Azure Cloud Shell, Visual Studio, Visual Studio Code, Visual Studio Codespaces Cloud Code, Tools for Eclipse, Tools for PowerShell
Laboratory environment N/A Azure Laboratory Solutions N/A
Mobile and Web app advancement AWS Amplify App Service, Mobile Apps, Xamarin with Azure, Web Apps, Fixed Web Apps (sneak peek) Google Firebase
Mobile and web app screening AWS Gadget Farm Visual Studio App Center Test, Azure Test Plans Google Firebase Test Laboratory
Personal Git repository AWS CodeCommit Azure Repos Cloud Source Repositories

IoT

AWS Azure Google Cloud
Cloud-device connections, information collection and management AWS IoT Analytics, AWS IoT Core, AWS IoT Gadget Protector, AWS IoT Gadget Management, AWS IoT Occasions, AWS IoT SiteWise Azure IoT Central, Azure IoT Center, Azure Protector for IoT, Azure Sphere Cloud IoT Core
IoT edge calculate AWS Greengrass Azure IoT Edge Edge TPU
Microcontroller OS FreeRTOS Azure RTOS N/A
Virtual modeling AWS IoT Things Chart Azure Digital Twins (sneak peek) N/A

Management and governance

AWS Azure Google Cloud
Automation AWS CloudFormation, AWS Proton (sneak peek), AWS OpsWorks Azure Resource Supervisor, Azure Automation Cloud Implementation Supervisor, Cloud Scheduler
Anomaly detection CloudWatch Abnormality Detection Abnormality Detector Abnormality Detection
Application portfolio governance AWS Service Brochure Azure Managed Applications, Azure Plans (sneak peek) Personal Brochure
Automated Windows Server management N/A Azure Automanage (sneak peek) N/A
Setup management AWS Config Azure App Setup Cloud Property Stock
Health control panel Personal Health Control Panel Resource Health, Azure Service Health Cloud Tracking
Hybrid and multi-cloud management Amazon EKS Anywhere (sneak peek), Amazon ECS Anywhere (sneak peek) Azure Arc Google Anthos
License management AWS License Supervisor N/A N/A
Tracking Amazon CloudWatch, Amazon CloudWatch Logs, AWS Transit Entrance Network Supervisor, Amazon Lookout for Metrics (sneak peek), Amazon Managed Service for Prometheus (sneak peek) Azure Screen, Network Watcher, Log Analytics Operations, Cloud Operations for GKE (previously Stackdriver), Network Intelligence Center
Multi-account management AWS Control Tower, AWS Organizations Azure Management Groups, Azure Lighthouse N/A
Policy management AWS Organizations Azure Policy Company Policy Service
Telemetry collection and action AWS Systems Supervisor Azure Screen Service Tracking (sneak peek)
Web-based interface AWS Management Console Azure Website Cloud Console

Migration

AWS Azure Google Cloud
Database migration AWS Database Migration Service Azure Database Migration Service Database Migration Service (sneak peek)
Information move home appliance Snow Household Information Box Transfer Home Appliance
Catastrophe healing CloudEndure Catastrophe Healing Azure Website Healing N/A
Online information transfer AWS DataSync, AWS Transfer Household Azure File Sync BigQuery Data Transfer Service, Cloud Data Transfer
On-premises application analysis AWS Application Discovery Service, Migration Critic Azure Migrate, Movere, Azure Resource Mover (sneak peek) N/A
On-premises and cloud storage combination Storage Entrance StorSimple N/A (used by partner Cloudian)
Migration tracker AWS Migration Center Azure Migrate N/A
Server migration AWS App2Container, AWS Server Migration Service, CloudEndure Migration Azure Migrate Move for Anthos, Migrate for Compute Engine, VM migration

Miscellaneous

AWS Azure Google Cloud
Consumer engagement Amazon Link, Contact Lens for Amazon Link Azure Interaction Solutions (sneak peek) Contact Center AI
End user interactions Amazon Pinpoint, Amazon Simple Email Service Azure Alert Hubs Firebase Cloud Messaging
Video Gaming Amazon GameLift, Amazon Lumberyard Video Game Stack Video Game Servers
Geolocation APIs and services Amazon Maps API, Amazon Area Service (sneak peek) Azure Maps Google Maps Platform
Genomics N/A Microsoft Genomics Cloud Life Sciences (sneak peek)
Industrial and other office tracking tools Amazon Lookout for Vision, Amazon Lookout for Devices, Amazon Panorama, Amazon Monitron Azure IoT Vision AI
Media services Amazon Elastic Transcoder, AWS Elemental suite, Amazon Interactive Video Service, Amazon Kinesis Video Streams Azure Media Gamer, Material Defense, Encoding, Live and On-Demand Streaming, Live Video Analytics (sneak peek), Media Solutions OpenCue
Mobile access to internal web apps Amazon WorkLink N/A Identity-Aware Proxy
Robotics application advancement AWS RoboMaker N/A Cloud Robotics Core
Satellite ground stations AWS Ground Station Azure Orbital (sneak peek) N/A
Virtual desktop Amazon WorkSpaces, Amazon AppStream 2.0 Windows Virtual Desktop N/A
Virtual truth, blended truth app advancement Amazon Sumerian Azure Digital Twins (sneak peek), Kinect DK, Remote Making (sneak peek), Spatial Anchors Google VR

Networking

AWS Azure Google Cloud
Develop, release and handle APIs Amazon API Entrance Azure API Apps, API Management Apigee API Management Platform
Material shipment network Amazon CloudFront Material Shipment Network (CDN) Cloud CDN
Committed fiber connection in between VPCs and personal network AWS Direct Link Azure ExpressRoute Cloud Interconnect
Domain system Amazon Path 53 Azure DNS Cloud DNS
Load balancing Flexible Load Balancing (ELB) Application Entrance, Load Balancer, Traffic Supervisor Cloud Load Balancing
Network accelerator AWS Worldwide Accelerator Accelerated Networking Premium Network Service Tier
Network location translation NAT Entrance Virtual Network NAT Cloud NAT
Satellite ground station AWS Ground Station Azure Orbital (sneak peek) N/A
Service discovery Amazon ECS, AWS Cloud Map N/A Service Discovery (sneak peek)
Traffic control aircraft AWS App Mesh Azure Front Door, Azure Service Material Traffic Director
Virtual WAN N/A Virtual WAN N/A
VPC Amazon VPC Azure Virtual Network Virtual Personal Cloud
VPC/VM safe and secure port AWS Transit Entrance, AWS VPN Azure Bastion, Azure Private Link, Azure VPN entrance Cloud VPN, Direct Peering

Security

AWS Azure Google Cloud
Audit and compliance reports AWS Artifact, AWS Audit Supervisor Service Trust Website N/A
Central security management AWS Security Center Security Center Security Command Center
Certificate management AWS Certificate Supervisor App Service Certificates Certificate Authority Service (sneak peek)
Confidential computing AWS Nitro Enclaves Azure Confidential Computing Confidential Computing (sneak peek)
Container deploy-time security control N/A N/A Binary Permission
Information discovery and category Amazon Macie Information Discovery & & Category (function of Azure SQL Database, Azure SQL Managed Circumstances and Azure Synapse Analytics) Information Brochure, Cloud Data Loss Avoidance
Dispersed denial-of-service (DDoS) security AWS Guard Azure DDoS Defense Google Cloud Armor
End-user identity management Amazon Cognito Azure Active Directory Site B2C Firebase Authentication
Firewall software management AWS Firewall Program Supervisor, AWS WAF Azure Firewall Program, Web Application Firewall Program Cloud Armor, Cloud firewall softwares
Identity and gain access to management AWS Identity and Gain Access To Management Azure Active Directory site, role-based gain access to control (Azure RBAC) Identity and Gain Access To Management, Identity Platform, Identity-Aware Proxy
Secret management AWS Secret Management Service, AWS CloudHSM Secret Vault, Azure Dedicated HSM Cloud Secret Management
Multifactor authentication AWS Multi-Factor Authentication Azure MFA Google Authenticator, Titan Security Secret
Microsoft Active Directory site suitable directory site service AWS Directory Site Service for Microsoft Active Directory Site Azure Active Directory Site Domain Service Managed Service for Microsoft Active Directory Site
Resource gain access to management AWS Resource Gain Access To Supervisor Azure Resource Supervisor Resource Supervisor
Security information analysis Amazon Investigator Security Center Chronicle
Tricks management AWS Tricks Supervisor Azure Secret Vault Secret Supervisor
Single sign-on AWS Single Sign-On Azure Active Directory site single single-on Cloud Identity
Signoff for cloud company information gain access to demands N/A Consumer Lockbox Gain Access To Openness
Risk Detection Amazon GuardDuty Advanced Risk Defense, Azure Protector Chronicle, Phishing Defense, Web Danger, Occasion Risk Detection (sneak peek)
Vulnerability scanning Amazon Inspector Security Center Web Security Scanner

Storage

AWS Azure Google Cloud
Archival storage S3 Glacier, S3 Glacier Deep Archive Archive Storage Archive Storage
Backup AWS Backup Azure Backup N/A
Block storage Amazon Block Shop (EBS) Disk Storage Consistent Disk, Regional SSD
Submit storage Amazon Elastic File Service (EFS), Amazon FSx for Windows File Server, Amazon FSx for Lustre Submit Storage, Azure NetApp Files Filestore
Item storage Amazon S3 Blob storage Cloud Storage, Cloud Storage for Firebase

* AWS, Google and Microsoft utilize various terms to explain services that remain in sneak peek, beta or alpha. For the functions of this piece, any service that is not typically offered is noted as remaining in sneak peek.

** Numerous Google and Microsoft services in this area are not clearly offered through Google Cloud Platform and Microsoft Azure, respectively. They become part of each supplier’s more comprehensive cloud portfolio.


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