A cloud services cheat sheet for AWS, Azure, and Google Cloud
[Pages:16]Cloud/DevOps Handbook
A cloud services cheat sheet for AWS, Azure, and Google Cloud
DECEMBER 2020
EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
EDITOR'S NOTE
A cloud services cheat sheet for AWS, Azure and Google Cloud
--TREVOR JONES, SITE EDITOR
AWS, MICROSOFT AND GOOGLE each offer well over 100 cloud services. It's hard enough keeping tabs on what one cloud offers, so good luck trying to get a handle on the products from the three major providers.
Even trying to compare what's available in each cloud can quickly get convoluted, since naming conventions vary by vendor and service. For example, you can be forgiven for not knowing AWS Fargate, Microsoft Azure Container Instances and Google Cloud Run all essentially serve the same purpose.
So, if you ever feel at a loss for what's what, hopefully this cloud services cheat sheet will help. Consider it a guide for
cloud directories--a quick reference sheet for what each vendor calls the same service.
However, you can also use this as a starting point. You'll need to do your homework to get a more nuanced understanding of what distinguishes the offerings from one another. Follow some of the links throughout this piece and take that next step in dissecting these offerings.
That's because not all services are equal--each has its own set of features and capabilities, and the functionality might vary widely across platforms. And just because a provider doesn't have a designated service in one of these categories, that doesn't mean it's impossible to achieve the same objective. For example, Google Cloud doesn't offer an explicit disaster recovery service, but it's certainly capable of supporting DR.
Here is our cloud services cheat sheet of the services available on AWS, Google Cloud and Azure. The list is broken down by category to help you start your cross-cloud analysis. n
Editor's note: Cloud services are constantly evolving. All information in this cheat sheet is up to date as of publication. We will periodically update the list to reflect the ongoing changes across all three platforms.
COVER IMAGE: METAMORWORKS/GETTYIMAGES
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 2
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
AI and machine learning
AWS
AI containers
AWS Deep Learning Containers
AI machine images
AWS Deep Learning AMIs
Chat bots builder
Amazon Lex
Data labeling
Amazon SageMaker Ground Truth
Document extraction, image content analysis
Amazon Textract
Image and video recognition, indexing
Inference accelerator
Language recognition, sentiment analysis
Language translation
Machine learning hardware
Managed machine learning platform
Online fraud detection
Prediction review and moderation
Recommendation integration
Speech recognition
Amazon Rekognition
Amazon Elastic Inference Amazon Comprehend
Amazon Translate AWS Inferentia, AWS Trainium
(preview*) Amazon SageMaker
Amazon Fraud Detector Amazon Augmented AI, Amazon
SageMaker Clarify Amazon Personalize
Amazon Transcribe
AZURE GPU support on AKS
Data Science Virtual Machines
Azure Bot Service, QnA Maker
Azure Machine Learning data labeling
Azure Form Recognizer, Ink Recognizer, Computer Vision,
Custom Vision
Azure Face, Video Indexer
GOOGLE CLOUD Deep Learning Containers Deep Learning VM Image
Dialogflow Cloud Data Labeling
Vision API
Video AI
GPUs on AKS
Language Understanding, Text Analytics
Speech Translation, Translator
FPGA
Cloud TPU, Edge TPU Natural Language
Translation Cloud TPU
Azure Machine Learning
Cloud AutoML
N/A Azure Content Moderator
reCAPTCHA Enterprise N/A
Personalizer Speaker Recognition, Speech to Text
Recommendations AI (preview)
Cloud Speech-to-Text API
CONTINUED
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 3
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
CONTINUED
AI and machine learning
Text-to-speech
AWS Amazon Polly
AZURE Text to Speech
Time-series forecasting
Amazon Forecast
N/A
Vision/speech modeling packaged devices
AWS DeepLens
Azure Kinect DK
*AWS, GOOGLE AND MICROSOFT USE DIFFERENT TERMINOLOGY TO DESCRIBE SERVICES THAT ARE IN PREVIEW, BETA OR ALPHA. FOR THE PURPOSES OF THIS PIECE, ANY SERVICE THAT IS NOT GENERALLY AVAILABLE IS LISTED AS BEING IN PREVIEW.
Analytics
Big data processing Business analytics
AWS Amazon EMR Amazon QuickSight
AZURE Azure Databricks, Azure HDInsight
Power BI Embedded
Data lake creation Data sharing Data warehousing ETL
Hosted Hadoop/Spark Managed search Managed Kafka
Amazon HealthLake (preview), AWS Lake Formation
AWS Data Exchange, AWS Lake Formation
Amazon Redshift
AWS Glue, Amazon Kinesis Data Firehose, Amazon SageMaker Data
Wrangler
Amazon EMR
Amazon CloudSearch, Amazon Elasticsearch Service, Amazon Kendra
Amazon Managed Streaming for Apache Kafka
Azure Data Lake Storage
Azure Data Share
Azure Synapse Analytics Azure Data Factory
Azure HDInsight Azure Cognitive Search, Bing Search
services Azure Event Hubs for Apache Kafka
GOOGLE CLOUD Cloud Text-to-Speech API
N/A N/A
GOOGLE CLOUD Dataproc Looker,
Google Data Studio Cloud Storage
Cloud Dataprep (partnership with Trifacta)
BigQuery Cloud Data Fusion, Dataflow, Dataproc
Dataproc Cloud Search
N/A (available through a partnership with Confluent)
CONTINUED
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 4
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
CONTINUED
Analytics
Real-time data streaming
Query service, data exploration
AWS
Amazon Kinesis Data Analytics, Amazon Kinesis Data Streams
Amazon Athena, Amazon Elasticsearch Service, Amazon
Managed Service for Grafana (preview)
AZURE Azure Stream Analytics
SQL Server ML Services, Big Data Clusters (Spark), Data Lake Analytics,
SQL Server Analysis Services, Azure Data Explorer
GOOGLE CLOUD Dataflow, Pub/Sub
BigQuery
Application integration
AWS
API development and management
Amazon API Gateway, AWS AppSync
Distributed app coordination
Amazon Simple Workflow Service, AWS Step Functions
Event routing, third-party integration
Amazon AppFlow, Amazon EventBridge, Amazon Simple
Notification Service
Messaging
Amazon MQ, Amazon Simple Queue Service
Service discovery
AWS Cloud Map
Service mesh
AWS App Mesh
Workflow orchestration
AWS Data Pipeline
AZURE Azure API Apps
Logic Apps Event Grid
Queue Storage, Service Bus N/A
Azure Service Fabric Mesh (preview) Logic Apps
GOOGLE CLOUD API Gateway (preview), Apigee, Cloud Endpoints
Cloud Tasks
Pub/Sub
Pub/Sub
N/A Anthos Service Mesh
Cloud Composer
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 5
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
Business applications**
AWS
Collaboration tool suite
N/A
AZURE Microsoft 365
GOOGLE CLOUD Google Workspace
Document sharing and storage
Amazon WorkDocs
Microsoft Word
Google Docs
Email and calendar
Amazon WorkMail
Outlook
Gmail
Low-code/no-code
Amazon Honeycode (preview)
Microsoft PowerApps, Project Bonsai (preview)
AppSheet
Video calls and chat
Amazon Chime
Microsoft Teams
Google Meet
Voice assistant
Alexa for Business
Cortana
Google Assistant
**SEVERAL GOOGLE AND MICROSOFT SERVICES IN THIS SECTION ARE NOT EXPLICITLY AVAILABLE THROUGH GOOGLE CLOUD PLATFORM AND MICROSOFT AZURE, RESPECTIVELY. THEY ARE PART OF EACH VENDOR'S BROADER CLOUD PORTFOLIO.
Compute
Autoscaling
Batch scheduling, executing and processing Functions as a service 5G-based infrastructure
High performance computing cluster management Isolated servers
AWS AWS EC2 Auto Scaling
AWS Batch AWS Lambda AWS Wavelength AWS ParallelCluster
Dedicated Instances
AZURE Azure Autoscale, Azure virtual
machine scale sets Azure Batch
Azure Functions Azure Edge Zones
Azure CycleCloud
GOOGLE CLOUD Managed instance groups
(MIGs) Batch on GKE (preview)
Cloud Functions Global Mobile Edge Cloud
(GMEC) N/A
Azure Dedicated Host
Sole-tenant Nodes, Shielded VMs
CONTINUED
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 6
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
CONTINUED
Compute
PaaS
On-premises/edge devices
Quantum computing Virtual machines Virtual private server VMware integration
AWS AWS Elastic Beanstalk
AWS Outposts, AWS Snow Family
Amazon Braket Amazon EC2
Amazon Lightsail VMware Cloud on AWS
AZURE App Service, Azure Cloud Services, Azure Spring Cloud, Azure Red Hat
OpenShift
Azure Stack Hub, Azure Stack HCI (preview), Azure Stack Edge
Azure Quantum (preview)
Virtual Machines
N/A
Azure VMware Solution
GOOGLE CLOUD App Engine
N/A
N/A Compute Engine
N/A VMware Engine
Containers
Container registry
Managed container service
Serverless container environment
AWS
Amazon Elastic Container Registry (ECR), ECR Public
Amazon Elastic Container Service (ECS), Amazon Elastic Kubernetes
Service (EKS)
AWS Fargate
AZURE Azure Container Registry Azure Kubernetes Service (AKS)
Azure Container Instances (ACI)
GOOGLE CLOUD Artifact Registry (preview),
Container Registry
Google Kubernetes Engine (GKE)
Cloud Run
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 7
HOME EDITOR'S NOTE AI AND MACHINE LEARNING ANALYTICS APPLICATION INTEGRATION BUSINESS APPLICATIONS COMPUTE CONTAINERS COST CONTROLS DATABASES DEVELOPER TOOLS IoT MANAGEMENT AND GOVERNANCE MIGRATION MISCELLANEOUS NETWORKING SECURITY STORAGE
Cost controls
Long-term commitment discount programs Low-cost, interruptible VMs Optimization tools
Spending tracker and analysis
AWS
EC2 Reserved Instances, Savings Plans
EC2 Spot
Amazon CodeGuru, Amazon DevOps Guru (preview), AWS Compute
Optimizer, AWS Trusted Advisor, AWS Well-Architected Tool
AWS Budgets, AWS Cost Anomaly Detection, AWS Cost Explorer, AWS Cost and Usage Report
AZURE Reservations, Azure Hybrid Benefit
Azure Spot Virtual Machines
Azure Advisor, Azure Well-Architected Review
Azure Cost Management and Billing
GOOGLE CLOUD Committed use discounts, sustained use discounts
Preemptible Virtual Machines
Recommender, Network Intelligence Center, Cloud Profiler
Cost Management
Databases
Blockchain
In-memory caching NoSQL: Column-family NoSQL: Document NoSQL: Graph NoSQL: Key-value
AWS Amazon Managed Blockchain, Amazon Quantum Ledger Database
(QLDB)
Amazon ElastiCache (Memcached, Redis)
Amazon Keyspaces (for Apache Cassandra)
Amazon Document DB (with MongoDB compatibility), Amazon DynamoDB
Amazon Neptune
Amazon DynamoDB, Amazon Keyspaces
AZURE Azure Blockchain Service (preview), Azure Blockchain Tokens (preview),
Azure Blockchain Workbench (preview)
Azure Cache for Redis
Azure Cosmos DB
Azure Cosmos DB
Azure Cosmos DB Gremlin API Azure Cosmos DB, Table storage
GOOGLE CLOUD N/A
Cloud Memorystore Cloud Bigtable
Cloud Firestore, Firebase Realtime Database N/A
Cloud Bigtable, Firestore
CONTINUED
A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD ? DECEMBER 2020 8
................
................
In order to avoid copyright disputes, this page is only a partial summary.
To fulfill the demand for quickly locating and searching documents.
It is intelligent file search solution for home and business.
Related download
- delta lake cheatsheet the data and ai company
- microsoft azure application insights sql to analytics
- s p capital iq s excel plug in v 8 x frequently used formulas
- probability cheat sheet blast analytics
- data import tidy data read functions parsing data types
- pandas cheat sheet python data analysis library
- google analytics cheat sheet
- aws certified data analytics specialty exam guide
- a cloud services cheat sheet for aws azure and google cloud
- analytics excel handout shrm
Related searches
- cheat sheet for word brain game
- grammar cheat sheet for kids
- cheat sheet for english grammar
- cheat sheet for words with friends
- latest cheat sheet for scrabble
- immunization cheat sheet for nurses
- cheat sheet for immunization
- vaccine cheat sheet for nurses
- cheat sheet for phone interview
- cheat sheet for statistics formulas
- electrical cheat sheet for troubleshooting
- cheat sheet for conversions