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Uses concise category-based mappings to help readers understand how equivalent services are named and where capabilities differ among vendors, supporting faster cross-cloud discovery and evaluation.",{"@graph":63,"@context":119},[64,80,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":11,"@type":70,"position":76},"https://docshare.wps.com/template/presentations/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/a-cloud-services-cheat-sheet-for-aws-azure-and-google-cloud-october-2024/571775/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/a-cloud-services-cheat-sheet-for-aws-azure-and-google-cloud-october-2024/571775.png","ImageObject",442,249,{"name":88,"@type":89},"nayy☆","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-21","2026-10-13",true,{"@type":98,"interactionType":99,"userInteractionCount":101},"InteractionCounter",{"@type":100},"ViewAction",6,{"@type":103,"mainEntity":104},"FAQPage",[105,111,115],{"name":106,"@type":107,"acceptedAnswer":108},"What is the purpose of the cloud services cheat sheet?","Question",{"text":109,"@type":110},"It provides a quick reference for how AWS, Azure, and Google Cloud name and offer overlapping cloud services, helping readers start cross-cloud analysis.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"Which categories are included in the cheat sheet?",{"text":114,"@type":110},"It covers AI and machine learning, analytics, application integration, business applications, compute, containers, cost controls, databases, developer tools, IoT, management and governance, migration, miscellaneous, networking and content delivery, security, and storage.",{"name":116,"@type":107,"acceptedAnswer":117},"How does the cheat sheet help when services are hard to compare across vendors?",{"text":118,"@type":110},"It organizes services by category so readers can locate equivalent functionality even when vendor naming conventions differ, while noting that capabilities may vary by platform.","https://schema.org",{"og:url":78,"og:type":121,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":123,"canonical":78},"index,follow",{"doc_id":125,"site_id":56},571775,1792243658,{"code":4,"msg":5,"data":128},{"doc_id":125,"user_id":129,"nickname":88,"user_avatar":130,"doc_module":9,"category_id":8,"category_name":11,"doc_title":59,"doc_description":61,"doc_content":131,"file_id":132,"file_url":133,"file_type":134,"file_size":135,"view_count":101,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":35,"language":136,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":137,"faqs":138,"seo_title":139,"seo_description":61,"update_tm":140,"read_time":101},962090893153,"https://ap-avatar.wpscdn.com/davatar_9964176cb1d06d4a9deccf72a44ae3dc","A cloud services cheat sheet for AWS, Azure and Google Cloud  \nEDITOR'S NOTE  \nAI AND MACHINE LEARNING  \nANALYTICS  \nAPPLICATION INTEGRATION  \nBUSINESS APPLICATIONS  \nCOMPUTE  \nCONTAINERS  \nCOST CONTROLS  \nDATABASES  \nDEVELOPER TOOLS  \nIOT  \nMANAGEMENT AND GOVERNANCE  \nMIGRATION  \nMISCELLANEOUS  \nNETWORKING AND CONTENT DELIVERY  \nSECURITY  \nSTORAGE  \nHOME  \n\n| EDITOR'S NOTE |\n| --- |\n| AI AND MACHINE LEARNING |\n| ANALYTICS |\n| APPLICATION\u003Cbr>INTEGRATION |\n| BUSINESS\u003Cbr>APPLICATIONS |\n| COMPUTE |\n| CONTAINERS |\n| COST CONTROLS |\n| DATABASES |\n| DEVELOPER TOOLS |\n| IoT |\n| MANAGEMENT\u003Cbr>AND GOVERNANCE |\n| MIGRATION |\n| MISCELLANEOUS |\n| NETWORKING AND CONTENT DELIVERY |\n| SECURITY |\n| STORAGE |\n\nEDITOR'S NOTE  \nA cloud services cheat sheet for AWS, Azure and Google Cloud  \n—KATHLEEN CASEY, SITE EDITOR  \nAWS, 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.  \nNo one can be an expert on everything on a single cloud, let alone all three of the public cloud service providers that operate at this scale. 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.  \nSo, if you ever feel at a loss for what’s what, hopefully, this cloud services cheat sheet helps. Consider it a guide for cloud directories—a quick reference sheet for what each vendor calls the same service.  \nHowever, 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.  \nNot all services are equal—each has its own set of features and capabilities, and the functionality might vary widely across platforms. 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.  \nHere is our cloud services cheat sheet of the services generally available on AWS, Microsoft Azure and Google Cloud. The list is broken down by category to help you start your cross-cloud analysis. n  \nSTEPHEN J. BIGELOW, senior technology editor at TechTarget, has more than 20 years of technical writing experience in the PC and technology industry.  \nKATHLEEN CASEY is site editor for TechTarget Cloud Computing. She plans and oversees the site and covers various cloud subjects, including infrastructure management, development and security.  \nCOVER IMAGE: ARTEMISDIANA/GETTY IMAGES A CLOUD SERVICES CHEAT SHEET FOR AWS, AZURE AND GOOGLE CLOUD • OCTOBER 2024 2  \nHOME  \n\n| EDITOR'S NOTE |\n| --- |\n| AI AND MACHINE LEARNING |\n| ANALYTICS |\n| APPLICATION\u003Cbr>INTEGRATION |\n| BUSINESS\u003Cbr>APPLICATIONS |\n| COMPUTE |\n| CONTAINERS |\n| COST CONTROLS |\n| DATABASES |\n| DEVELOPER TOOLS |\n| IoT |\n| MANAGEMENT\u003Cbr>AND GOVERNANCE |\n| MIGRATION |\n| MISCELLANEOUS |\n| NETWORKING AND CONTENT DELIVERY |\n| SECURITY |\n| STORAGE |\n\nAI and machine learning  \n\n|  | AWS | AZURE | GOOGLE CLOUD |\n| --- | --- | --- | --- |\n| AI containers | AWS Deep Learning Containers | GPU support on Azure Kubernetes Service (AKS) | Deep Learning Containers |\n| AI-powered assistant | Amazon Q | Azure OpenAI Service | Gemini for Google Cloud |\n| AI prediction human review and moderation | Amazon Augmented AI (A2I) | Azure AI Content Safety | N/A |\n| Chatbot builder | Amazon Lex | Azure AI Bot Service, Azure Health Bot, Azure AI Language question answering | Dialogflow |\n| Data labeling\u003Cbr>Document extraction and content analysis | Amazon SageMaker Ground Truth\u003Cbr>Amazon Textract | Azure Machine Learning data labeling Azure AI Document Intelligence | Vertex AI data labeling\u003Cbr>Document AI |\n| Generative AI platforms | Amazon Bedrock | Azure OpenAI Service | Vertex AI |\n| Image recognit","cbCainsJ5f73cf0h","https://ap.wps.com/l/cbCainsJ5f73cf0h","pdf",1557262,"English","# Editor's note\n# AI and machine learning\n## Continued\n# Home","[{\"question\":\"What is the purpose of the cloud services cheat sheet?\",\"answer\":\"It provides a quick reference for how AWS, Azure, and Google Cloud name and offer overlapping cloud services, helping readers start cross-cloud analysis.\"},{\"question\":\"Which categories are included in the cheat sheet?\",\"answer\":\"It covers AI and machine learning, analytics, application integration, business applications, compute, containers, cost controls, databases, developer tools, IoT, management and governance, migration, miscellaneous, networking and content delivery, security, and storage.\"},{\"question\":\"How does the cheat sheet help when services are hard to compare across vendors?\",\"answer\":\"It organizes services by category so readers can locate equivalent functionality even when vendor naming conventions differ, while noting that capabilities may vary by platform.\"}]","A Cloud Services Cheat Sheet for AWS, Azure and Google Cloud - October 2024 | PDF",1791923677]