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Microsoft Azure

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Not to be confused with Mozilla Azure.

Microsoft Azure
Developer(s)Microsoft
Initial releaseOctober 27, 2008; 16 years ago (2008-10-27)[1]
Stable release(s) [±]
Android6.11.2 (Build 2024.11.15-16.44.25) / 15 November 2024; 13 days ago (2024-11-15)[2][3]
iOS6.10.4 / 5 November 2024; 23 days ago (2024-11-05)[4]
Operating systemLinux, Microsoft Windows, macOS, iOS, Android
TypeWeb service, cloud computing
LicenseProprietary for platform, MIT License for client SDKs
Websiteazure.microsoft.com Edit this at Wikidata

Microsoft Azure, or just Azure (/ˈæʒər, ˈeɪʒər/ AZH-ər, AY-zhər, UK also /ˈæzjʊər, ˈeɪzjʊər/ AZ-ure, AY-zure),[5][6][7] is the cloud computing platform developed by Microsoft. It has management, access and development of applications and services to individuals, companies, and governments through its global infrastructure. It also provides capabilities that are usually not included within other cloud platforms, including software as a service (SaaS), platform as a service (PaaS), and infrastructure as a service (IaaS). Microsoft Azure supports many programming languages, tools, and frameworks, including Microsoft-specific and third-party software and systems.

Azure was first introduced at the Professional Developers Conference (PDC) in October 2008 under the codename "Project Red Dog".[8] It was officially launched as Windows Azure in February 2010 and later renamed to Microsoft Azure on March 25, 2014.[9][10]

Services

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Microsoft Azure uses large-scale virtualization at Microsoft data centers worldwide and offers more than 600 services.[11]

Computer services

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  • Virtual machines, infrastructure as a service (IaaS), allowing users to launch general-purpose Microsoft Windows and Linux virtual machines, software as a service (SaaS), as well as preconfigured machine images for popular software packages.[12]
  • App services, platform as a service (PaaS) environment, letting developers easily publish and manage websites.
  • Azure Web Sites allows developers to build sites using ASP.NET, PHP, Node.js, Java, or Python, which can be deployed using FTP, Git, Mercurial, Team Foundation Server, or uploaded through the user portal. This feature was announced in preview form in June 2012 at the Meet Microsoft Azure event.[15] Customers can create websites in PHP, ASP.NET, Node.js, or Python, or select from several open-source applications from a gallery to deploy. This comprises one aspect of the platform as a service (PaaS) offerings for the Microsoft Azure Platform. It was renamed Web Apps in April 2015.[10][16]
  • Web Jobs are applications that can be deployed to an App Service environment to implement background processing that can be invoked on a schedule, on-demand, or run continuously. The Blob, Table, and Queue services can be used to communicate between Web Apps and Web Jobs and to provide state.[8]
  • Azure Kubernetes Service (AKS) provides the capability to deploy production-ready Kubernetes clusters in Azure.[17]
  • In July 2023, watermarking support on Azure Virtual Desktop was announced as an optional feature of Screen Capture to provide additional security against data leakage.[18]

Identity

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  • Entra ID connect is used to synchronize on-premises directories and enable SSO (Single Sign On).[19]
  • Entra ID B2C allows the use of consumer identity and access management in the cloud.
  • Entra Domain Services is used to join Azure virtual machines to a domain without domain controllers.
  • Azure information protection can be used to protect sensitive information.
  • Entra ID External Identities is a set of capabilities that allow organizations to collaborate with external users, including customers and partners.[20]
  • On July 11, 2023, Microsoft announced the renaming of Azure AD to Microsoft Entra ID.[21] The name change took place four days later.

Mobile services

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  • Mobile Engagement collects real-time analytics that highlight users’ behavior. It also provides push notifications to mobile devices.[22]
  • HockeyApp can be used to develop, distribute, and beta-test mobile apps.[23]

Storage services

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  • Storage Services provides REST and SDK APIs for storing and accessing data on the cloud.
  • Table Service lets programs store structured text in partitioned collections of entities that are accessed by the partition key and primary key. Azure Table Service is a NoSQL non-relational database.
  • Blob Service allows programs to store unstructured text and binary data as object storage blobs that can be accessed by an HTTP(S) path. Blob service also provides security mechanisms to control access to data.
  • Queue Service lets programs communicate asynchronously by message using queues.
  • File Service allows storing and access of data on the cloud using the REST APIs or the SMB protocol.[24]

Communication services

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  • Azure Communication Services offers an SDK for creating web and mobile communications applications that include SMS, video calling, VOIP and PSTN calling, and web-based chat.

Data management

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Messaging

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The Microsoft Azure Service Bus allows applications running on Azure premises or off-premises devices to communicate with Azure. This helps to build scalable and reliable applications in a service-oriented architecture (SOA). The Azure service bus supports four different types of communication mechanisms:[31][32]

  • Event Hubs, which provides event and telemetry ingress to the cloud at a massive scale, with low latency and high reliability. For example, an event hub can be used to track data from cell phones such as coordinating with a GPS in real time.[33]
  • Queues, which allows one-directional communication. A sender application would send the message to the service bus queue and a receiver would read from the queue. Though there can be multiple readers for the queue, only one would process a single message.
  • Topics, which provides one-directional communication using a subscriber pattern. It is similar to a queue; however, each subscriber will receive a copy of the message sent to a Topic. Optionally, the subscriber can filter out messages based on specific criteria defined by the subscriber.
  • Relays, which provides bi-directional communication. Unlike queues and topics, a relay does not store in-flight messages in its memory; instead, it just passes them on to the destination application.

Media services

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A PaaS offering that can be used for encoding, content protection, streaming, or analytics.[34]

CDN

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Azure has a worldwide content delivery network (CDN) designed to efficiently deliver audio, video, applications, images, and other static files. It improves the performance of websites by caching static files closer to users, based on their geographic location. Users can manage the network using a REST-based HTTP API.[35]

Azure has 118 point-of-presence locations across 100 cities worldwide (also known as Edge locations) as of January 2023.[36]

Developer

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Managements

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  • With Azure Automation, users can easily automate repetitive and time-consuming tasks, often prone to cloud or enterprise setting errors. They can accomplish it using runbooks or desired state configurations for process automation.[39]
  • Microsoft SMA

Azure AI

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Azure Blockchain Workbench

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See also: Confidential Consortium Framework

Through Azure[43] Blockchain Workbench, Microsoft is providing the required infrastructure to set up a consortium network in multiple topologies using a variety of consensus mechanisms. Microsoft provides integration from these blockchain platforms to other Microsoft services to streamline the development of distributed applications. Microsoft supports many general-purpose blockchains, including Ethereum and Hyperledger Fabric and purpose-built blockchains like Corda.

Function

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Azure functions are used in serverless computing architectures, where subscribers can execute code as an event-driven Function-as-a-Service (FaaS) without managing the underlying server resources.[44] Customers using Azure functions are billed based on per-second resource consumption and executions.[45]

Internet of Things (IoT)

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  • Azure IoT Hub enables the connection, monitoring, and management of a large number of IoT assets. On February 4, 2016, Microsoft announced the General Availability of the Azure IoT Hub service.[46]
  • Azure IoT Edge is a fully managed service built on IoT Hub that allows for cloud intelligence deployed locally on IoT edge devices.
  • Azure IoT Central is a fully managed SaaS app that makes it easy to connect, monitor, and manage IoT assets at scale.[47] On December 5, 2017, Microsoft announced the Public Preview of Azure IoT Central, its Azure IoT SaaS service.[48]
  • On October 4, 2017, Microsoft began shipping GA versions of the official Microsoft Azure IoT Developer Kit (Devkit) board, manufactured by MX Chip.[49]
  • On April 16, 2018, Microsoft announced the launch of the Azure Sphere, an end-to-end IoT product that focuses on microcontroller-based devices and uses Linux.[50]
  • On May 7, 2018, Microsoft announced the launch of Azure Maps, an enterprise maps API and SDK platform.
  • On June 27, 2018, Microsoft launched Azure IoT Edge, used to run Azure services and artificial intelligence on IoT devices.[51]
  • On November 20, 2018, Microsoft launched the Open Enclave SDK for cross-platform systems such as ARM Trust Zone and Intel SGX.[52]

Azure Stack HCI

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Azure Stack HCI is a hyper-converged infrastructure (HCI) product that uses validated hardware to run virtualized workloads on-premises to consolidate aging infrastructure and connect to Azure for cloud services.[53]

Azure Orbital

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Launched in September 2020, Azure Orbital lets private industries and government agencies process satellite data quickly by connecting directly to cloud computing networks. Mobile cloud computing ground stations are also available to provide connectivity to remote locations without ground infrastructure. Third-party satellite systems, like SpaceX's Starlink and SES' O3b constellation, can be employed.[54][55]

SES plans to use Microsoft's data centers to provide cloud connectivity to remote areas through its next generation O3b mPOWER MEO satellites alongside Microsoft's data centers.[56] The company will deploy satellite control and uplink ground stations to achieve this. SES launched the first two O3b mPOWER satellites in December 2022; nine more are scheduled between 2023 and 2024. The service should begin in Q3 2023.[57]

According to Microsoft, using satellites to connect to cloud data centers may provide faster speeds than complex fiber routes. For online media, entertainment, or gaming activities, connecting from home to the cloud can involve longer routes with multiple hops. Through their experiments with Xbox Cloud, Microsoft has discovered that satellite connections are faster than terrestrial networks in certain parts of the world, including specific locations in the USA.[58]

Azure Container Storage

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In August 2024, Azure introduced the industry’s first platform-managed container-native storage solution in the public cloud. This service supports Ephemeral Disks (Local NVMe/Temp SSD) and Azure Disks, offering a robust storage solution tailored for containerized applications.[59]

Azure Quantum

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Released for public preview in 2021. Azure Quantum provides access to quantum hardware and software.[60][61] The public cloud computing platform includes multiple quantum hardware modalities including trapped ion, neutral atom, and superconducting systems.[62]

Azure Quantum Elements software for computational chemistry and materials science combines AI, high-performance computing and quantum processors to run molecular simulations and calculations.[62] The service includes Copilot, a GPT-4 based large language model tool to query and visualize data, write code, and initiate simulations.[62]

In 2021, Microsoft developed the quantum programming language Q# (pronounced Q Sharp) and an open-source quantum development kit for algorithm development and simulation.[60]

In 2023, Microsoft developed Quantum Intermediate Representation (QIR) from LLVM as a common interface between programming languages and target quantum processors.[63]

The Azure Quantum Resource Estimator estimates the resources required to execute a given quantum algorithm on a fault-tolerant quantum computer.[64] It can also show how future quantum computers will impact today’s encryption algorithms.[64]

Regional expansion

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As of 2018, Azure was available in 54 regions,[65] and Microsoft was the first primary cloud provider to establish facilities in Africa, with two regions in South Africa.[66] Azure geographies consist of multiple Azure Regions, like "North Europe" (located in Dublin, Ireland) and "West Europe" (located in Amsterdam, Netherlands).

On June 19, 2019, Microsoft announced the launch of two new cloud regions in the United Arab Emirates – Microsoft's first in the Middle East.[67]

Research partnerships

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Microsoft has partners that sell its products. In August 2018, Toyota Tsusho began a partnership with Microsoft to create fish farming tools using the Microsoft Azure application suite for IoT technologies related to water management. Developed in part by researchers from Kindai University, the water pump mechanisms use artificial intelligence to count the number of fish on a conveyor belt, analyze the number of fish, and deduce the effectiveness of water flow from the data the fish provide. The specific computer programs used in the process fall under the Azure Machine Learning and the Azure IoT Hub platforms.[68]

Design

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Microsoft Azure utilizes a specialized operating system with the same name to power its "fabric layer". This cluster is hosted at Microsoft's data centers and is responsible for managing computing and storage resources and allocating them to applications running on the Microsoft Azure platform. It is a "cloud layer" built upon various Windows Server systems, including the customized Microsoft Azure Hypervisor, which is based on Windows Server 2008 and enables the virtualization of services.[69]

The Microsoft Azure Fabric Controller maintains the scalability and dependability of services and environments in the data center. It prevents failure in server malfunction and manages users' web applications, including memory allocation and load balancing.[69]

Azure provides an API built on REST, HTTP, and XML that allows a developer to interact with the services offered by Microsoft Azure. Microsoft also provides a client-side managed class library that encapsulates the functions of interacting with the services. It also integrates with Microsoft Visual Studio, Git, and Eclipse.[70][71][72]

Users can manage Azure services in multiple ways, one of which is through the Web-based Azure Portal, which became generally available in December 2015.[73] Apart from accessing services via API, users can browse active resources, adjust settings, launch new resources, and view primary monitoring data of functional virtual machines and services using the portal.

Deployment models

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Regarding cloud resources, Microsoft Azure offers two deployment models: the "classic" model and the Azure Resource Manager.[74] In the classic model, each resource, like a virtual machine or SQL database, had to be managed separately, but in 2014,[74] Azure introduced the Azure Resource Manager, which allows users to group related services. This update makes it easier and more efficient to deploy, manage, and monitor resources that work closely together.[75] The classic model will eventually be phased out.

History and timeline

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Azure logo used from 2010 to 2012, under Windows Azure name

In 2005, Microsoft took over Groove Networks, and Bill Gates made Groove's founder Ray Ozzie one of his 5 direct reports as one of 3 chief technology officers. Ozzie met with Amitabh Srivastava, which let Srivastava change course. They convinced Dave Cutler to postpone his retirement, and their teams developed a cloud operating system.[76][77][78]

  • October 2008 (PDC LA) – Announced the Windows Azure Platform.[79]
  • March 2009 – Announced SQL Azure Relational Database.
  • November 2009 – Updated Windows Azure CTP, Enabled full trust, PHP, Java, CDN CTP, and more.
  • February 1, 2010 – Windows Azure Platform commercially available.[80]
  • June 2010 – Windows Azure Update, .NET Framework 4, OS Versioning, CDN, SQL Azure Update.[81]
  • October 2010 (PDC) – Platform enhancements, Windows Azure Connect, improved Dev / IT Pro Experience.
  • December 2011 – Traffic manager, SQL Azure reporting, HPC scheduler.
  • June 2012 – Websites, Virtual machines for Windows and Linux, Python SDK, new portal, locally redundant storage.
  • April 2014 – Windows Azure renamed Microsoft Azure,[10] ARM Portal introduced at Build 2014.
  • July 2014 – Azure Machine Learning public preview.[82]
  • November 2014 – Outage affecting major websites, including MSN.com.[83]
  • September 2015 – Azure Cloud Switch introduced as a cross-platform Linux distribution. Currently known as SONiC.[84]
  • December 2015 – Azure ARM Portal (codename "Ibiza") released.[85]
  • March 2016 – Azure Service Fabric is Generally Available (GA).[86]
  • November 15, 2016 – Azure Functions is Generally Available (GA).[87]
  • May 10, 2017 – Azure Cosmos DB is Generally Available (GA).[88]
  • May 7, 2018 – Azure Maps is Generally Available (GA).[89]
  • July 16, 2018 – Azure Service Fabric Mesh public preview.[90]
  • September 24, 2018 – Microsoft Azure IoT Central is Generally Available (GA).[91]
  • October 10, 2018 – Microsoft joins the Linux-oriented group Open Invention Network.[92]
  • April 17, 2019 – Azure Front Door Service is now available.[93]
  • March 2020 – Microsoft said that there was a 775% increase in Microsoft Teams usage in Italy due to the COVID-19 pandemic. The company estimates there are now 44 million daily active users of Teams worldwide.[94]
  • January 17, 2023 – Azure OpenAI Service is Generally Available (GA).[95]

Privacy

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According to the Patriot Act, Microsoft has acknowledged that the U.S. government can access data even if the hosting company is not American and the data is outside the U.S.[96] To address concerns related to privacy and security, Microsoft has established the Microsoft Azure Trust Center.[97] Microsoft Azure offers services that comply with multiple compliance programs, including ISO 27001:2005 and HIPAA. A comprehensive and up-to-date list of these services is available on the Microsoft Azure Trust Center Compliance page.[98] Microsoft Azure received JAB Provisional Authority to Operate (P-ATO) from the U.S. government under the Federal Risk and Authorization Management Program (FedRAMP) guidelines. This program provides a standardized approach to security assessment, authorization, and continuous monitoring for cloud services used by the federal government.[99]

Significant outages

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The following is a list of Microsoft Azure outages and service disruptions.

Date Cause Notes
2012-02-29 Incorrect code for calculating leap day dates[100]
2012-07-26 Misconfigured network device
2013-02-22 Expiry of an SSL certificate[101] Xbox Live, Xbox Music and Video also affected[102]
2013-10-30 Worldwide partial compute outage[103]
2014-11-18 Azure storage upgrade caused reduced capacity across several regions[104] Xbox Live, Windows Store, MSN, Search, Visual Studio Online among others were affected.[105]
2015-12-03 Active Directory issues
2016-09-15 Global DNS outage[106]
2017-03-15 Storage tier issues[107]
2017-10-03 Fire system glitch[108]
2018-06-20 Cooling system failure[109] North Europe region experienced 11 hours of downtime.
2018-09-04 Cooling system failure due to inadequate surge protection (lightning strike)[110] Brought down numerous services in multiple regions for over 25 hours, with some services remaining affected until three days later.
2019-05-02 DNS Migration Issue[111]
2021-03-15 OpenID Key removal[112] Authentication errors across multiple services using Azure Active Directory for up to 16 hours.
2021-04-01 DNS issue impacting multiple Microsoft services[113] Worldwide DNS issues with Azure services.
2023-06-09 DDoS attack on Azure Portal[114] A hacktivist group named Anonymous Sudan claimed to have done a DDoS attack on Azure portal, that caused an outage of the Azure Portal and some others Microsoft cloud services between ~15H UTC and ~17H30 UTC.

Certifications

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A large variety of Azure certifications can be attained, each requiring one or multiple successfully completed examinations. Certification levels range from beginner, intermediate to expert.

Examples of common certifications include:

  • Azure Fundamentals
  • Azure Data Fundamentals
  • Azure AI Engineer Associate
  • Azure AI Fundamentals
  • Azure Cosmos DB Developer Specialty
  • Azure Administrator Associate
  • Azure Data Engineer Associate
  • Azure Data Scientist Associate
  • Azure Database Administrator Associate
  • Azure Developer Associate
  • Azure Enterprise Data Analyst Associate
  • Azure Security Engineer Associate
  • Azure Security Operations Analyst Associate
  • Azure Identity and Access Administrator Associate
  • Azure Security, Compliance, and Identity Fundamentals
  • Azure Network Engineer Associate
  • Azure Windows Server Hybrid Administrator Associate
  • Azure Virtual Desktop Specialty
  • Azure for SAP Workloads Specialty
  • Azure Customer Data Platform Specialty
  • Azure Cybersecurity Architect Expert
  • Azure Solutions Architect Expert
  • Azure Power Platform Solution Architect Expert
  • Azure DevOps Engineer Expert
  • Azure IoT Developer Specialty
  • Azure Stack Hub Operator Associate
  • Azure Machine Learning Specialty

Key people

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Issues

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Microsoft Azure's services can have varied and complex pricing models. [119][120] The Azure Portal can be slow and prone to user errors. [121]

Security

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In August 2021, researchers from Wiz Research claimed to have discovered a vulnerability in the Azure Cosmos DB database, referred to as "ChaosDB." They claimed that they had gained complete unrestricted access to the accounts and databases of several thousand Microsoft Azure customers. [122] In August 2021, Microsoft claimed they mitigated the vulnerability and no customer data was accessed. [123]

In September 2021, researchers from Palo Alto Networks claimed to discover a significant cross-account takeover vulnerability in Azure Container Instances, named "Azurescape". According to Palo Alto Networks' researchers, this vulnerability is the first known instance that allows one user of a public cloud service to escape their environment and execute code on other users' environments within the same service. Although Microsoft quickly patched the issue, Palo Alto Networks advised Azure customers to revoke any privileged credentials deployed before August 31, 2021, as a precaution. [124][125] In September 2021, Microsoft claimed they fixed the vulnerability. [126]

In September 2021, researchers from Wiz Research claimed they found four critical vulnerabilities in the Open Management Infrastructure (OMI), which is Azure's software agent deployed on a large portion of Linux VMs in Azure. The researchers named it "OMIGOD" and claimed that these vulnerabilities allowed for remote code execution within the Azure network and could escalate privileges to root. They claimed that the vulnerabilities affected various Azure services, including Azure Log Analytics, Azure Diagnostics, and Azure Security Center. [127][128] In response, Microsoft announced that it had released fixes for the aforementioned vulnerabilities in September 2021. [129]

In July 2023, U.S. Senator Ron Wyden called on the Cybersecurity and Infrastructure Security Agency (CISA), the Justice Department, and the Federal Trade Commission to hold Microsoft accountable for what he described as "negligent cybersecurity practices." This came in the wake of an alleged cyberattack orchestrated by Chinese hackers, who exploited a vulnerability in Microsoft's software to compromise U.S. government email systems.[130] Similarly, Amit Yoran, the CEO of cybersecurity firm Tenable, Inc., lambasted Microsoft for what he termed "grossly irresponsible" actions, accusing the company of fostering a "culture of toxic obfuscation."[131] The Cyber Safety Review Board produced a report that blamed Microsoft about a cascade of security failures that allowed the intrusion to succeed. Microsoft's security culture was called inadequate.[132]

See also

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References

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Citations

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  1. ^ Srivastava, Amitabh (October 27, 2008). "Introducing Windows Azure". msdn.com. Archived from the original on May 14, 2010. Retrieved April 3, 2021.
  2. ^ "Microsoft Azure". Google Play. Retrieved November 26, 2024.
  3. ^ "Microsoft Azure 6.11.2.2024.11.15-16.44.25". APKMirror. November 15, 2024. Retrieved November 26, 2024.
  4. ^ "Microsoft Azure". App Store. Retrieved November 26, 2024.
  5. ^ Wells, John C. (2008). Longman Pronunciation Dictionary (3rd ed.). Longman. ISBN 978-1-4058-8118-0.
  6. ^ Jones, Daniel (2011). Roach, Peter; Setter, Jane; Esling, John (eds.). Cambridge English Pronouncing Dictionary (18th ed.). Cambridge University Press. ISBN 978-0-521-15255-6.
  7. ^ "azure". Lexico UK English Dictionary. Oxford University Press. Archived from the original on February 4, 2020.
  8. ^ a b Abandy, Roosevelt (August 24, 2022). "The History of Microsoft Azure". Microsoft Tech Community. Archived from the original on August 1, 2023. Retrieved August 1, 2023.
  9. ^ Tharakan, Anya George and Dastin, Jeffery (October 20, 2016). "Microsoft shares hit high as cloud business flies above estimates". Reuters. Thomson Reuters. Archived from the original on June 26, 2018. Retrieved October 21, 2016.{{cite news}}: CS1 maint: multiple names: authors list (link)
  10. ^ a b c "Upcoming Name Change for Windows Azure". Microsoft Azure. March 24, 2014. Archived from the original on July 26, 2018. Retrieved August 29, 2016.{{cite web}}: CS1 maint: bot: original URL status unknown (link)
  11. ^ "Directory of Azure Cloud Services | Microsoft Azure". azure.microsoft.com. Archived from the original on May 11, 2023. Retrieved May 9, 2023.
  12. ^ "How to monitor Microsoft Azure VMs". Datadog. August 13, 2015. Archived from the original on February 22, 2019. Retrieved March 19, 2019.
  13. ^ Chiappetta, Marco. "Ampere Continues Blazing A Trail For Efficient, High-Performance Cloud Native Processors". Forbes. Archived from the original on January 26, 2023. Retrieved January 26, 2023.
  14. ^ Vaughan-Nichols, Steven J. "Microsoft developer reveals Linux is now more used on Azure than Windows Server". ZDNet. Archived from the original on July 2, 2019. Retrieved July 2, 2019.
  15. ^ "Meet Windows Azure event June 2012". Weblogs.asp.net. June 7, 2012. Archived from the original on July 31, 2013. Retrieved June 27, 2013.
  16. ^ "Web App Service – Microsoft Azure". Microsoft. Archived from the original on May 6, 2015. Retrieved May 2, 2015.
  17. ^ "Azure Kubernetes Service (AKS)". Microsoft. Archived from the original on July 2, 2022. Retrieved June 18, 2022.
  18. ^ "Azure Virtual Desktop Watermarking Support". Microsoft Tech Community. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  19. ^ "Azure Identity and Access Management Solutions | Microsoft Azure". azure.microsoft.com. Archived from the original on May 9, 2023. Retrieved May 9, 2023.
  20. ^ "External Identities documentation". docs.microsoft.com. Archived from the original on June 18, 2022. Retrieved June 18, 2022.
  21. ^ Chik, Joy (July 11, 2023). "Microsoft Entra expands into Security Service Edge and Azure AD becomes Microsoft Entra ID". Microsoft Security Blog. Retrieved July 12, 2023.
  22. ^ "Mobile Engagement – Microsoft Azure". azure.microsoft.com. Archived from the original on July 7, 2017. Retrieved July 27, 2016.
  23. ^ "HockeyApp – Microsoft Azure". azure.microsoft.com. Archived from the original on January 26, 2018. Retrieved July 27, 2016.
  24. ^ "File Storage". Microsoft. Archived from the original on May 31, 2019. Retrieved January 7, 2017.
  25. ^ Hassell, Jonathan (September 3, 2014). "Microsoft's StorSimple: A first look at the 8000 series". Computerworld. Archived from the original on July 25, 2016. Retrieved July 23, 2016.
  26. ^ "Azure and CONNX". CONNX. Archived from the original on May 2, 2015. Retrieved October 30, 2014.
  27. ^ "Azure Synapse Analytics | Microsoft Azure". azure.microsoft.com. Archived from the original on May 9, 2023. Retrieved May 9, 2023.
  28. ^ "SQL Data Warehouse | Microsoft Azure". azure.microsoft.com. Archived from the original on May 30, 2019. Retrieved May 23, 2019.
  29. ^ "Introduction to Azure Data Factory". microsoft.com. Archived from the original on October 16, 2019. Retrieved August 16, 2018.
  30. ^ "HDInsight | Cloud Hadoop". Azure.microsoft.com. Archived from the original on July 26, 2014. Retrieved July 22, 2014.
  31. ^ "Sanitization". docs.particular.net. Archived from the original on November 22, 2018. Retrieved November 21, 2018.
  32. ^ sethmanheim. "Overview of Azure Service Bus fundamentals". docs.microsoft.com. Archived from the original on December 12, 2017. Retrieved December 12, 2017.
  33. ^ "Event Hubs". azure.microsoft.com. Archived from the original on November 21, 2018. Retrieved November 21, 2018.
  34. ^ "Top 37 Cloud Platform as a Service (PaaS) Tools". Startup Stash. Archived from the original on August 1, 2023. Retrieved August 1, 2023.
  35. ^ BryanLa. "Azure REST API Reference". docs.microsoft.com. Archived from the original on September 15, 2021. Retrieved September 15, 2021.
  36. ^ "Azure CDN Coverage by Metro | Microsoft Azure". azure.microsoft.com. Archived from the original on September 4, 2022. Retrieved January 20, 2023.
  37. ^ AaronMaxwell (March 1, 2023). "Monitor Azure App Service performance – Azure Monitor". learn.microsoft.com. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  38. ^ chcomley (October 10, 2022). "What is Azure DevOps? – Azure DevOps". learn.microsoft.com. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  39. ^ eamonoreilly. "Azure Automation Overview". azure.microsoft.com. Archived from the original on March 4, 2016. Retrieved September 6, 2018.
  40. ^ "What is the Azure Face API?". Microsoft. July 2, 2019. Archived from the original on September 26, 2019. Retrieved November 29, 2019.
    "Detect domain-specific content". Microsoft. February 7, 2019. Archived from the original on May 14, 2020. Retrieved November 29, 2019.
    "Applying content tags to images". Microsoft. February 7, 2019. Archived from the original on March 29, 2020. Retrieved November 29, 2019.
    "Detecting image types with Computer Vision". Microsoft. March 10, 2019. Archived from the original on May 14, 2020. Retrieved November 29, 2019.
  41. ^ Lardinois, Frederic (May 2, 2019). "Microsoft extends its Cognitive Services with personalization service, handwriting recognition APIs and more". TechCrunch. Archived from the original on November 13, 2019. Retrieved November 29, 2019. the Computer Vision API can now understand more than 10,000 concepts, scenes and objects, together with 1 million celebrities
  42. ^ Yeung, Ken (May 21, 2024). "Microsoft's AI Azure Studio is now generally available and supports OpenAI's GPT-4o". VentureBeat. Retrieved June 24, 2024.
  43. ^ "Azure". Azure. Archived from the original on May 3, 2019. Retrieved June 13, 2019.
  44. ^ "What is Microsoft Azure Functions? - Definition from WhatIs.com". SearchCloudComputing. Archived from the original on November 24, 2018. Retrieved November 24, 2018.
  45. ^ "Azure Functions pricing". SearchCloudComputing. Archived from the original on November 12, 2020. Retrieved June 18, 2022.
  46. ^ "Azure IoT Hub general availability overview". Microsoft. Archived from the original on January 10, 2019. Retrieved February 4, 2016.
  47. ^ "IoT Central | Microsoft Azure". azure.microsoft.com. Archived from the original on May 24, 2019. Retrieved May 23, 2019.
  48. ^ Foley, Mary Jo. "Microsoft delivers public preview of its new Azure IoT software as a service". ZDNet. Archived from the original on March 15, 2018. Retrieved December 5, 2017.
  49. ^ timlt (June 27, 2023). "Connect an MXCHIP AZ3166 to Azure IoT Hub quickstart". learn.microsoft.com. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  50. ^ "Microsoft built its own custom Linux kernel for its new IoT service – TechCrunch". techcrunch.com. April 16, 2018. Archived from the original on April 17, 2018. Retrieved April 17, 2018.
  51. ^ Foley, Mary Jo. "Microsoft's Azure IoT Edge, now generally available, is key to Redmond's IoT strategy". ZDNet. Archived from the original on July 3, 2018. Retrieved August 15, 2018.
  52. ^ "Microsoft's edgy Open Enclave SDK goes cross platform". The Register. Archived from the original on November 20, 2018. Retrieved November 20, 2018.
  53. ^ JasonGerend (April 17, 2023). "Azure Stack HCI solution overview – Azure Stack HCI". learn.microsoft.com. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  54. ^ Introducing Azure Orbital Archived August 16, 2021, at the Wayback Machine Microsoft. September 22, 2020. Accessed July 30, 2021
  55. ^ "Azure Space partners bring deep expertise to new venture". Source. Archived from the original on August 2, 2023. Retrieved August 2, 2023.
  56. ^ "SES Becomes Microsoft Azure Orbital Founding Connectivity Partner" (Press release). SES. September 22, 2020. Archived from the original on August 4, 2021. Retrieved July 30, 2021.
  57. ^ SpaceX launches first pair of O3b mPower satellites SpaceNews. 16 December 2022. Accessed 27 December 2022
  58. ^ Moving space into the cloud Space News. June 23, 2021. Accessed July 30, 2021
  59. ^ "Azure updates | Microsoft Azure". azure.microsoft.com. Retrieved August 8, 2024.
  60. ^ a b Leprince-Ringuet, Daphne (February 1, 2021). "Microsoft's quantum cloud computing plans take another big step forward". ZDNet. Retrieved September 4, 2024.
  61. ^ Gillis, Alexander. "What is Azure Quantum?". Tech Target. Retrieved September 4, 2024.
  62. ^ a b c Russell, John (June 22, 2023). "Microsoft Debuts Azure Quantum Elements and Azure Quantum Copilot LLM". HPCwire. Retrieved August 27, 2024.
  63. ^ Krill, Paul (September 29, 2020). "Microsoft taps LLVM for quantum computing". InfoWorld. Retrieved September 4, 2024.
  64. ^ a b Swayne, Matt (June 29, 2024). "The Azure Quantum Resource Estimator: An In-Depth Look at an Important Quantum Tool". The Quantum Insider. Retrieved September 4, 2024.
  65. ^ "Azure Regions | Microsoft Azure". azure.microsoft.com. Archived from the original on July 14, 2017. Retrieved July 17, 2017.
  66. ^ Azure, Microsoft (March 6, 2019). "Microsoft opens first datacenters in Africa with general availability of Microsoft Azure | Azure Blog | Microsoft Azure". Azure Blog. Archived from the original on August 4, 2023. Retrieved August 4, 2023.
  67. ^ "Microsoft Cloud datacenter regions now available in the UAE to help fuel the Middle East's future economic ambitions – Middle East & Africa News Center". news.microsoft.com. Archived from the original on March 25, 2022. Retrieved March 10, 2022.
  68. ^ "Google goes bilingual, Facebook fleshes out translation and TensorFlow is dope – And, Microsoft is assisting fish farmers in Japan". The Register. Archived from the original on September 2, 2018. Retrieved September 2, 2018.
  69. ^ a b Petertaylor9999. "Enterprise Cloud Adoption: How does Azure work?". docs.microsoft.com. Archived from the original on October 29, 2018. Retrieved October 29, 2018.{{cite web}}: CS1 maint: numeric names: authors list (link)
  70. ^ "Azure Repos – Git Repositories | Microsoft Azure". azure.microsoft.com. Archived from the original on September 12, 2018. Retrieved October 29, 2018.
  71. ^ "Microsoft Azure Developer Tools | Microsoft Azure". azure.microsoft.com. Archived from the original on November 26, 2018. Retrieved October 29, 2018.
  72. ^ rmcmurray. "Azure Toolkit for Eclipse". docs.microsoft.com. Archived from the original on October 29, 2018. Retrieved October 29, 2018.
  73. ^ Welicki, Leon (December 2, 2015). "Announcing Azure Portal general availability". Microsoft. Archived from the original on December 23, 2015. Retrieved December 23, 2015.
  74. ^ a b FitzMacken, Tom. "Azure Resource Manager vs. classic deployment". Microsoft. Archived from the original on October 29, 2016. Retrieved September 16, 2016.
  75. ^ FitzMacken, Tom. "Azure Resource Manager overview". Microsoft. Archived from the original on August 30, 2016. Retrieved September 16, 2016.
  76. ^ Ray Ozzie: Bill Gates' Fifth Guy Archived January 20, 2021, at the Wayback Machine, redmondmag, 2005-03-15.
  77. ^ Red Dog: Five questions with Microsoft mystery man Dave Cutler Archived August 5, 2020, at the Wayback Machine, ZDNet, 2009-02-25.
  78. ^ The engineer’s engineer: Computer industry luminaries salute Dave Cutler’s five-decade-long quest for quality Archived November 8, 2020, at the Wayback Machine, Microsoft News Center, 2016-04-15.
  79. ^ "Ray Ozzie announces Windows Azure". ZDNet. Archived from the original on August 3, 2020. Retrieved October 28, 2008.
  80. ^ "Windows Azure General Availability". blogs.microsoft.com. February 1, 2010. Archived from the original on February 8, 2019. Retrieved March 26, 2018.
  81. ^ "SQL Azure SU3 is Now Live and Available in 6 Datacenters Worldwide". SQL Azure Team Blog. Microsoft. Archived from the original on June 20, 2013. Retrieved May 28, 2013.
  82. ^ "Microsoft Azure Machine Learning combines power of comprehensive machine learning with benefits of cloud". blogs.microsoft.com. June 16, 2014. Archived from the original on August 8, 2014. Retrieved August 4, 2014.
  83. ^ "Microsoft's Azure Cloud Goes Down – Again" (PDF). The Availability Digest. December 2014. Archived (PDF) from the original on August 7, 2023. Retrieved August 7, 2023.
  84. ^ "What is the relationship between Azure Cloud Switch and SONiC?". Github.com. February 15, 2020. Archived from the original on May 27, 2020. Retrieved February 15, 2020.
  85. ^ "Announcing Azure Portal general availability". Azure.microsoft.com. December 2, 2015. Archived from the original on December 23, 2015. Retrieved December 23, 2015.
  86. ^ Fussell, Mark (March 31, 2016). "Azure Service Fabric is GA!". Microsoft. Archived from the original on December 30, 2018. Retrieved March 31, 2016.
  87. ^ Azure, Microsoft (November 15, 2016). "Announcing general availability of Azure Functions". Microsoft Azure Blog. Archived from the original on January 9, 2024. Retrieved January 9, 2024.
  88. ^ Shukla, Dharma (May 10, 2017). "Azure Cosmos DB: The industry's first globally-distributed, multi-model database service". Microsoft Azure Blog. Archived from the original on January 9, 2024. Retrieved January 9, 2024.
  89. ^ "Azure Maps now Generally Available | Azure updates | Microsoft Azure". azure.microsoft.com. Archived from the original on July 21, 2023. Retrieved July 21, 2023.
  90. ^ Daniel, Chacko (July 16, 2018). "Azure Service Fabric is now in public preview". Microsoft Azure. Microsoft. Archived from the original on July 18, 2018. Retrieved July 16, 2018.
  91. ^ "Azure IoT Central is now available". Microsoft Azure. Microsoft. Archived from the original on September 4, 2019. Retrieved September 24, 2018.
  92. ^ "Microsoft has signed up to the Open Invention Network. We repeat. Microsoft has signed up to the OIN". The Register. Archived from the original on October 11, 2018. Retrieved October 10, 2018.
  93. ^ "Azure Front Door Service is now available". Archived from the original on June 5, 2019. Retrieved June 5, 2019.
  94. ^ "Microsoft cloud services continuity". March 28, 2020. Archived from the original on March 29, 2020. Retrieved March 28, 2020.
  95. ^ Boyd, Eric (January 17, 2023). "General availability of Azure OpenAI Service expands access to large, advanced AI models with added enterprise benefits". Microsoft Azure Blog. Archived from the original on January 9, 2024. Retrieved January 9, 2024.
  96. ^ "The collapse of the US-EU Safe Harbor" Archived February 24, 2016, at the Wayback Machine, October 20, 2015, Brad Smith, President and Chief Legal Officer, Microsoft.com
  97. ^ "Microsoft Azure Trust Center". Windowsazure.com. Archived from the original on June 27, 2013. Retrieved June 27, 2013.
  98. ^ "Microsoft Azure Trust Center Compliance". Windowsazure.com. Archived from the original on April 5, 2014. Retrieved June 27, 2013.
  99. ^ "FedRAMP Compliant Cloud Systems". cloud.cio.gov. Archived from the original on October 22, 2014. Retrieved October 15, 2014.
  100. ^ "Summary of Windows Azure Service Disruption on Feb 29th, 2012". Azure.microsoft.com. March 9, 2012. Archived from the original on August 23, 2017. Retrieved July 12, 2017.
  101. ^ "Cloud Reliability". windowstricks.in. Archived from the original on July 26, 2011. Retrieved May 9, 2023.
  102. ^ Bishop, Bryan (February 22, 2013). "Xbox Live and Windows Azure suffering from extended outages". Theverge.com. Archived from the original on May 29, 2013. Retrieved June 27, 2013.
  103. ^ "Microsoft's Windows Azure cloud hit by worldwide management interuption [sic]". www.pcworld.com. October 31, 2013. Archived from the original on November 2, 2013. Retrieved November 3, 2013.
  104. ^ Zander, Jason. "Update on Azure Storage Service Interruption". Microsoft. Archived from the original on November 29, 2014. Retrieved December 5, 2014.
  105. ^ Foley, Mary J. "Microsoft says Storage service performance update brought Azure down". ZD.NET. Archived from the original on December 9, 2014. Retrieved December 5, 2014.
  106. ^ Foley, Mary Jo. "Global DNS outage hits Microsoft Azure customers – ZDNet". ZDNet. Archived from the original on January 5, 2019. Retrieved September 6, 2018.
  107. ^ "Microsoft confirms Azure storage issues around the world (updated)". March 16, 2017. Archived from the original on September 7, 2018. Retrieved September 6, 2018.
  108. ^ "Microsoft Says Azure Outage Caused by Accidental Fire-Suppression Gas Release". October 4, 2017. Archived from the original on September 7, 2018. Retrieved September 10, 2018.
  109. ^ "Microsoft Azure suffers major outage". June 20, 2018. Archived from the original on September 5, 2018. Retrieved September 6, 2018.
  110. ^ Foley, Mary Jo. "Microsoft South Central U.S. datacenter outage takes down a number of cloud services – ZDNet". ZDNet. Archived from the original on September 5, 2018. Retrieved September 6, 2018.
  111. ^ Krazit, Tom (May 2, 2019). "Microsoft Azure recovering from major networking-related outage that took out Office 365, Xbox Live, and other services". Build5Nines.com. Archived from the original on May 3, 2019. Retrieved May 2, 2019.
  112. ^ "March 16, 2021: Microsoft's latest cloud authentication outage: What went wrong". ZDNet. Archived from the original on March 17, 2021. Retrieved March 17, 2021.
  113. ^ "RCA – DNS issue impacting multiple Microsoft services (Tracking ID GVY5-TZZ)". Azure. Archived from the original on April 28, 2021. Retrieved April 28, 2021.
  114. ^ "DDoS attack on Azure Portal (Tracking ID QNPD-NC8)". Azure. Archived from the original on April 28, 2021. Retrieved April 28, 2021.
  115. ^ "The engineer's engineer: Computer industry luminaries salute Dave Cutler's five-decade-long quest for quality". Stories. April 15, 2016. Archived from the original on November 8, 2020. Retrieved November 19, 2020.
  116. ^ "Mark Russinovich – Blog – Microsoft Azure". azure.microsoft.com. Archived from the original on December 14, 2018. Retrieved June 7, 2018.
  117. ^ "Jason Zander – Blog – Microsoft Azure". azure.microsoft.com. Archived from the original on July 1, 2017. Retrieved November 4, 2017.
  118. ^ "Julia White – Blog – Microsoft Azure". azure.microsoft.com. Archived from the original on February 6, 2019. Retrieved October 30, 2018.
  119. ^ Rybaric, Robert (January 31, 2023). Microsoft Power Platform Enterprise Architecture Design Tailor-made Solutions for Architects and Decision Makers to Meet Complex Business Requirements. Packt Publishing. ISBN 9781804618349.
  120. ^ Deswandikar, Aniruddha (March 29, 2024). Engineering Data Mesh in Azure Cloud Implement Data Mesh Using Microsoft Azure's Cloud Adoption Framework. Packt Publishing. ISBN 9781805128946.
  121. ^ Savill, John (October 2019). Microsoft Azure Infrastructure Services for Architects. John Wiley & Sons. ISBN 9781119596530.
  122. ^ "ChaosDB: How we hacked thousands of Azure customers' databases | Wiz Blog". wiz.io. August 26, 2021. Retrieved November 14, 2024.
  123. ^ "Update on the vulnerability in the Azure Cosmos DB Jupyter Notebook Feature | MSRC Blog | Microsoft Security Response Center". msrc.microsoft.com. Retrieved November 14, 2024.
  124. ^ "What You Need to Know About Azurescape". September 9, 2021. Retrieved November 11, 2024.
  125. ^ Avrahami, Yuval (September 9, 2021). "Finding Azurescape – Cross-Account Container Takeover in Azure Container Instances". Unit 42. Retrieved November 14, 2024.
  126. ^ "Coordinated disclosure of vulnerability in Azure Container Instances Service | MSRC Blog | Microsoft Security Response Center". msrc.microsoft.com. Retrieved November 14, 2024.
  127. ^ ""Secret" Agent Exposes Azure Customers To Unauthorized Code Execution | Wiz Blog". wiz.io. September 14, 2021. Retrieved November 15, 2024.
  128. ^ "OMIGOD: Critical Vulnerabilities in OMI Affecting Countless Azure Customers | Wiz Blog". wiz.io. September 14, 2021. Retrieved November 15, 2024.
  129. ^ "Additional Guidance Regarding OMI Vulnerabilities within Azure VM Management Extensions | MSRC Blog | Microsoft Security Response Center". msrc.microsoft.com. Retrieved November 15, 2024.
  130. ^ Starks, Tim (August 3, 2023). "Analysis | Congressional Scrutiny of Microsoft Hack Intensifies". Washington Post. ISSN 0190-8286. Retrieved September 18, 2023.
  131. ^ Goodin, Dan (August 2, 2023). "Microsoft Faces Harsh Criticism for "Grossly Irresponsible" Security Practices". Ars Technica. Archived from the original on September 12, 2023. Retrieved September 18, 2023.
  132. ^ Microsoft blamed for “a cascade of security failures” in Exchange breach report

Sources

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Further reading

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