chaos testing scenarios

Reduce infrastructure costs by moving your mainframe and midrange apps to Azure. Enhanced security and hybrid capabilities for your mission-critical Linux workloads. This numbering system had already given rise to a similar problem, the "Year 1900 problem", which arose due to problems distinguishing between people born in the 20th and 19th centuries. In Japan, around five percent of post office cash dispensers failed to work and data from weather bureau computers was corrupted, causing them to release inaccurate readings. Solutions and pricing For a given set of predictions, Narya uses either an online A/B testing framework or a reinforcement learning framework to determine the best possible response. Latest breaking news, including politics, crime and celebrity. We can produce accurate predictions by using a mix of both domain-expert, knowledge-based predictive rules, and a machine learning-based method. Use of this site constitutes acceptance of our User Agreement and Privacy Policy and Cookie Statement and Your California Privacy Rights. Use business insights and intelligence from Azure to build software as a service (SaaS) apps. This isnt helping!!!!! The first scenario pits two inexperienced German panzer brigades against a confident and veteran Combat Command A. Y2K fears drew attention to an older issue, while prompting a solution to a new problem. Latest News. Create resilient applications built to manage the high-scale load of production environments and continue to run when faced with unexpected disruptions. It was also named the "millennium bug" because it was associated with the popular (rather than literal) rollover of the millennium, even though most of the problems could have occurred at the end of any century. [6] 13,000 Canadian troops were also put on standby. WebAzure Load Testing Optimize app performance with high-scale load testing Azure Chaos Studio Bring your scenarios like text readers and voice-enabled assistants to life with highly expressive and human-like voices. Accelerate time to insights with an end-to-end cloud analytics solution. Deploy a fully configured SAP solution on Microsoft Azure using the SAP Cloud Appliance Library. Seamlessly integrate applications, systems, and data for your enterprise. It was also named the "millennium bug" because it was associated with the popular (rather than literal) rollover of the Get fully managed, single tenancy supercomputers with high-performance storage and no data movement. Build open, interoperable IoT solutions that secure and modernize industrial systems. Collect and connect to any data in real time with next-generation data warehouses built entirely on SAP HANA. WebAll PREMIUM features, plus: - Access to our constantly updated research database via a private dropbox account (including hedge fund letters, research reports and analyses from all the top Wall Street banks) The Azure Dev/Test offer provides discounted rates for your ongoing development and testing, with no Microsoft software charges for Azure Virtual Machines and special dev/test pricing for other services. Create reliable apps and functionalities at scale and bring them to market faster. Azure Load Testing Optimize app performance with high-scale load testing Azure Chaos Studio Find reference architectures, example scenarios, and solutions for common workloads on Azure. T0 20:15:31, Narya predicted the node had a high probability of failure due to disk issues. In addition, the broken node was immediately sent for repair, and there were no repeated virtual machinereboots as we already anticipated the issue. Dinners are about to get a whole lot easier. Normally, a year is a leap year if it is evenly divisible by four. Email ESPN Radio Shows The Chicago Tribune reported that some large fundamentalist churches, motivated by Y2K, were the sites for flea market-like sales of paraphernalia designed to help people survive a social order crisis ranging from gold coins to wood-burning stoves. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Connect devices, analyze data, and automate processes with secure, scalable, and open edge-to-cloud solutions. Turn your ideas into applications faster using the right tools for the job. Many tricks were used to squeeze needed data into fixed-field 80-character records. Reduce infrastructure costs by moving your mainframe and midrange apps to Azure. Starting from 1 January 2000, the Romanian national identification number starts with 5 for males and 6 for females. WebBrowse our listings to find jobs in Germany for expats, including jobs for English speakers or those in your native language. Meet environmental sustainability goals and accelerate conservation projects with IoT technologies. Ability to scale out SAP HANA capabilities up to 60 TB with TDIv4, and up to 120 TB with TDIv5 authorization. Experience quantum impact today with the world's first full-stack, quantum computing cloud ecosystem. Meet environmental sustainability goals and accelerate conservation projects with IoT technologies. Access app data from anywhere. Services from IBM works with the worlds leading companies to reimagine and reinvent their business through technology. In 2018 we shared steps we're taking to improve virtual machine (VM) resiliency using live migration. SAP BW/4HANA is an enterprise data warehouse solution designed for the cloud and optimized for the SAP HANA platform. Get fully managed, single tenancy supercomputers with high-performance storage and no data movement. Since 2000, various issues have occurred due to errors involving overflows. Get memory up to 4 TB using SAP HANA-certified M-series virtual machines. Christian journalist, Rob Boston, has documented this[82] in his article "False Prophets, Real ProfitsReligious Right Leaders' Wild Predictions of Y2K Disaster Didn't Come True, But They Made Money Anyway". Discover new workout ideas, healthy-eating recipes, makeup looks, skin-care advice, the best beauty products and tips, trends, and more from SELF. Copy data from SAP HANA into Azure data services using the. WebCBS Sports has the latest NFL Football news, live scores, player stats, standings, fantasy games, and projections. Save even more with reservations for one-year or three-year commitments on VMs and Azure SQL Database. When Narya conducts A/B testing, it selects different mitigation actions, compares them to a control group with no action taken, and gathers all the data to determine which mitigation actions are best for which scenarios. [98] Backup systems were activated at various locations around the region, many of which had been established to deal with a possible complete failure of networks in Manhattan's Financial District on 31 December 1999.[99]. Lower your non-production system costs by using automation capabilities in Azure to shut down VMs. Each mitigation action can be considered as a composite of many smaller steps, including: For example, one mitigation action might be to mark the node unallocatable, then attempt a memory-preserving kernel soft reboot, and mark allocatable again if successful. Drive faster, more efficient decision making by drawing deeper insights from your analytics. Respond to changes faster, optimize costs, and ship confidently. Dutton, D., 31 December 2009 New York Times, "Its Always the End of the World as we Know it", Coen, J., 1 March 1999, "Some Christians Fear End, It's just a day to others" Chicago Tribune, Hart, B., 12 February 1999 Deseret News, "Christian Y2K Alarmists Irresponsible" Scripps Howard News Service. Run your Oracle database and enterprise applications on Azure and Oracle Cloud. Configure your infrastructure for development and testing of a microservices-based system. Resources for accelerating growth. The next thing you know, your smoke alarm isscreaming at you, and now youre not only trying to keep your dinner from burning upbut youre also trying desperately to fan the air around the detector to make the noise stop. Save money and improve efficiency by migrating and modernizing your workloads to Azure with proven tools and guidance. Configure your infrastructure for development and testing of a standard IaaS-based software as a service (SaaS) system. WebAzure Load Testing Optimize app performance with high-scale load testing Azure Chaos Studio Find reference architectures, example scenarios, and solutions for common workloads on Azure. It never entered our minds that those programs would have lasted for more than a few years. I just want to prepare a nice meal without being harassed by an oversensitive alarm. Migrate off the remaining virtual machinesby disconnecting the virtual machines and moving them to healthy nodes. Y2K just came off my fingertips. WebFind the latest U.S. news stories, photos, and videos on NBCNews.com. Reduce fraud and accelerate verifications with immutable shared record keeping. Turn your ideas into applications faster using the right tools for the job. Minimize disruption to your business with cost-effective backup and disaster recovery solutions. values from 2200000001 needed to be represented. [75], The U.S. government also established the Center for Year 2000 Strategic Stability as a joint operation with the Russian Federation. This post includes contributions from Principal Data Scientist Manager Yingnong Dang and Senior Data Scientists Sebastien Levy, Randolph Yao, and Youjiang Wu. Im not sure exactly how or when I figured out that an air purifier might be effective in preventing nuisance alarms when cooking, but since coming to the realizationand then putting it to the test by making the meals we know always lead to our ceiling unit screamingI havent looked back. Find stories, updates and expert opinion. Plus, SAP HANA on. Rather than having a single pre-determined mitigation action for an "at-risk" prediction, Narya considers many possible mitigation actions. Get all the latest India news, ipo, bse, business news, commodity only on Moneycontrol. On the last day of 2000 (day 366) these systems exhibited various errors. Storage of a combined date and time within a fixed binary field is often considered a solution, but the possibility for software to misinterpret dates remains because such date and time representations must be relative to some known origin. As no federal agency had clear authority with regard to the internet at this time (it had passed from the US Department of Defense to the US National Science Foundation and then to the US Department of Commerce), no agency was assessing the readiness of the internet itself. Survivalist-related businesses (gun dealers, surplus and sporting goods) anticipated increased business in the final months of 1999 in an event known as the. Resources for accelerating growth. Deliver ultra-low-latency networking, applications and services at the enterprise edge. You can access your email and stored messages from a web browser on any computer or Internet-connected device. Reach your customers everywhere, on any device, with a single mobile app build. Run your mission-critical applications on Azure for increased operational agility and security. Resources for accelerating growth. Strengthen your security posture with end-to-end security for your IoT solutions. Discover secure, future-ready cloud solutionson-premises, hybrid, multicloud, or at the edge, Learn about sustainable, trusted cloud infrastructure with more regions than any other provider, Build your business case for the cloud with key financial and technical guidance from Azure, Plan a clear path forward for your cloud journey with proven tools, guidance, and resources, See examples of innovation from successful companies of all sizes and from all industries, Explore some of the most popular Azure products, Provision Windows and Linux VMs in seconds, Enable a secure, remote desktop experience from anywhere, Migrate, modernize, and innovate on the modern SQL family of cloud databases, Build or modernize scalable, high-performance apps, Deploy and scale containers on managed Kubernetes, Add cognitive capabilities to apps with APIs and AI services, Quickly create powerful cloud apps for web and mobile, Everything you need to build and operate a live game on one platform, Execute 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Host auto-failoverrecover from the failure of a SAP HANA host with a local fault-recovery solution. WebServices from IBM works with the worlds leading companies to reimagine and reinvent their business through technology. Modernize operations to speed response rates, boost efficiency, and reduce costs, Transform customer experience, build trust, and optimize risk management, Build, quickly launch, and reliably scale your games across platforms, Implement remote government access, empower collaboration, and deliver secure services, Boost patient engagement, empower provider collaboration, and improve operations, Improve operational efficiencies, reduce costs, and generate new revenue opportunities, Create content nimbly, collaborate remotely, and deliver seamless customer experiences, Personalize customer experiences, empower your employees, and optimize supply chains, Get started easily, run lean, stay agile, and grow fast with Azure for startups, Accelerate mission impact, increase innovation, and optimize efficiencywith world-class security, Find reference architectures, example scenarios, and solutions for common workloads on Azure, Do more with lessexplore resources for increasing efficiency, reducing costs, and driving innovation, Search from a rich catalog of more than 17,000 certified apps and services, Get the best value at every stage of your cloud journey, See which services offer free monthly amounts, Only pay for what you use, plus get free services, Explore special offers, benefits, and incentives, Estimate the costs for Azure products and services, Estimate your total cost of ownership and cost savings, Learn how to manage and optimize your cloud spend, Understand the value and economics of moving to Azure, Find, try, and buy trusted apps and services, Get up and running in the cloud with help from an experienced partner, Find the latest content, news, and guidance to lead customers to the cloud, Build, extend, and scale your apps on a trusted cloud platform, Reach more customerssell directly to over 4M users a month in the commercial marketplace. Bring together people, processes, and products to continuously deliver value to customers and coworkers. Movies such as Y2K: Year to Kill capitalized on the currency of Y2K, as did numerous TV shows, comic strips, and computer games. And when app data is stored in the cloud, no data is lost if a users computer or device fails. Plausible scenarios include steep epidemic trajectories that would require expedient public health action to prevent severe impacts on the health of individuals and the healthcare system. End-of-the-world scenarios and apocalyptic themes were common in their communication. Modernize operations to speed response rates, boost efficiency, and reduce costs, Transform customer experience, build trust, and optimize risk management, Build, quickly launch, and reliably scale your games across platforms, Implement remote government access, empower collaboration, and deliver secure services, Boost patient engagement, empower provider collaboration, and improve operations, Improve operational efficiencies, reduce costs, and generate new revenue opportunities, Create content nimbly, collaborate remotely, and deliver seamless customer experiences, Personalize customer experiences, empower your employees, and optimize supply chains, Get started easily, run lean, stay agile, and grow fast with Azure for startups, Accelerate mission impact, increase innovation, and optimize efficiencywith world-class security, Find reference architectures, example scenarios, and solutions for common workloads on Azure, Do more with lessexplore resources for increasing efficiency, reducing costs, and driving innovation, Search from a rich catalog of more than 17,000 certified apps and services, Get the best value at every stage of your cloud journey, See which services offer free monthly amounts, Only pay for what you use, plus get free services, Explore special offers, benefits, and incentives, Estimate the costs for Azure products and services, Estimate your total cost of ownership and cost savings, Learn how to manage and optimize your cloud spend, Understand the value and economics of moving to Azure, Find, try, and buy trusted apps and services, Get up and running in the cloud with help from an experienced partner, Find the latest content, news, and guidance to lead customers to the cloud, Build, extend, and scale your apps on a trusted cloud platform, Reach more customerssell directly to over 4M users a month in the commercial marketplace, Support secure, cost-efficient development and testing from anywhere with powerful provisioning and testing tools. Technology's news site of record. Accelerate time to market, deliver innovative experiences, and improve security with Azure application and data modernization. Functional testing goals are the features the software is expected to have based on the project requirements. Special committees were set up by governments to monitor remedial work and contingency planning, particularly by crucial infrastructures such as telecommunications, utilities and the like, to ensure that the most critical services had fixed their own problems and were prepared for problems with others. Help safeguard physical work environments with scalable IoT solutions designed for rapid deployment. Run your Windows workloads on the trusted cloud for Windows Server. Testing goals include validating that the application works as it was intended to, and that it handles errors and unexpected scenarios gracefully. The first person known to publicly address this issue was Bob Bemer, who had noticed it in 1958 as a result of work on genealogical software. Run your Windows workloads on the trusted cloud for Windows Server. Certification that SAP Hybris Commerce Platform 5.x and 6.x runs on Windows Server, SQL Server, and Oracle databases. Protect your data and code while the data is in use in the cloud. Even before 1 January 2000 arrived, there were also some worries about 9 September 1999 (albeit less than those generated by Y2K). WebThe essential tech news of the moment. Technology's news site of record. ", "Our customers demand the highest levels of data encryption and application and infrastructure security. Connect modern applications with a comprehensive set of messaging services on Azure. This builds on our prior failure prediction work but, rather than focusing on failures of individual components, this model now reviews overall host health with respect to real customer impact. [88] Christian leader, Col Stringer, in his commentary has published, "Fear-creating writers sold over 45 million books citing every conceivable catastrophe from civil war, planes dropping from the sky to the end of the civilized world as we know it. This is what Ill be doing to protect myself from COVID, flu, and RSV. Enjoy the latest tourism news from Miami.com including updates on local restaurants, popular bars and clubs, hotels, and things to do in Miami and South Florida. Bring the intelligence, security, and reliability of Azure to your SAP applications. Explore tools and resources for migrating open-source databases to Azure while reducing costs. A variety of fringe groups and individuals such as those within some fundamentalist religious organizations, survivalists, cults, anti-social movements, self-sufficiency enthusiasts, communes and those attracted to conspiracy theories, embraced Y2K as a tool to engender fear and provide a form of evidence for their respective theories. WebBuild load testing into your DevOps workflows using Azure Load Testing to generate high-scale load and optimize app performance at scale. Get breaking NBA Basketball News, our in-depth expert analysis, latest rumors and follow your favorite sports, leagues and teams with our live updates. The market cap of a cryptocurrency is calculated by multiplying the number of coins or tokens in existence by its current price. Many businesses or even whole countries who spent little effort themselves nonetheless suffered only minor problems. PID: 23092, Error Code: 0x80004005. From then onwards, for this given set of failure predictions, it continuously selects the best actionshelping to reduce virtual machinereboots, ensure more available capacity, and maintain the best performance. WebBreaking news from the premier Jamaican newspaper, the Jamaica Observer. It is the second sequel to Warcraft: Orcs & Humans, after Warcraft II: Tides of Darkness, the third game set in the Warcraft fictional universe, and the first to be rendered in three dimensions.An Narya also incorporates a machine learning model, which is helpful because it analyzes more signals and patterns over a larger time frame than the predictive rulesallowing us to predict failures earlier. Deliver ultra-low-latency networking, applications, and services at the mobile operator edge. By 1999, many corporations required their suppliers to certify,[92] often on their own variation of a basic form, that all of their software is Y2K compliant. Once it became known that COVID-19 is airborneand that open windows, a fan, and/or an air purifier could meaningfully lower the risk of getting or spreading the virusI was all in. The first scenario pits two inexperienced German panzer brigades against a confident and veteran Combat Command A. The remedial work was driven by customer demand for solutions. WebAzure Chaos Studio Improve application resilience by introducing faults and simulating outages. T0 20:47:22 00:11:55, nine virtual machines eligible for live migration were live migrated off the node successfully. When our go-to beef tenderloin recipe literally always leads to multiple smoke alarm moments? [34][35], Other systems affected include EFTPOS terminals,[36] and the PlayStation 3 (except the Slim model). Y2K was also exploited by some fundamentalist and charismatic Christian leaders throughout the Western world, particularly in North America and Australia. [a] Programs often mimicked card processing techniques. Software as a service (SaaS) allows users to connect to and use cloud-based apps over the Internet. Based on modern Chaos Engineering practices, LitmusChaos is easy to use, scalable & fast. Modernize operations to speed response rates, boost efficiency, and reduce costs, Transform customer experience, build trust, and optimize risk management, Build, quickly launch, and reliably scale your games across platforms, Implement remote government access, empower collaboration, and deliver secure services, Boost patient engagement, empower provider collaboration, and improve operations, Improve operational efficiencies, reduce costs, and generate new revenue opportunities, Create content nimbly, collaborate remotely, and deliver seamless customer experiences, Personalize customer experiences, empower your employees, and optimize supply chains, Get started easily, run lean, stay agile, and grow fast with Azure for startups, Accelerate mission impact, increase innovation, and optimize efficiencywith world-class security, Find reference architectures, example scenarios, and solutions for common workloads on Azure, Do more with lessexplore resources for increasing efficiency, reducing costs, and driving innovation, Search from a rich catalog of more than 17,000 certified apps and services, Get the best value at every stage of your cloud journey, See which services offer free monthly amounts, Only pay for what you use, plus get free services, Explore special offers, benefits, and incentives, Estimate the costs for Azure products and services, Estimate your total cost of ownership and cost savings, Learn how to manage and optimize your cloud spend, Understand the value and economics of moving to Azure, Find, try, and buy trusted apps and services, Get up and running in the cloud with help from an experienced partner, Find the latest content, news, and guidance to lead customers to the cloud, Build, extend, and scale your apps on a trusted cloud platform, Reach more customerssell directly to over 4M users a month in the commercial marketplace, "This post continues our Advancing Reliability series highlighting initiatives underway to constantly improve the reliability of the Azure platform. T1 19:14:01, the node went unhealthy, and 15 virtual machinesstill on the node were rebooted. Move your SQL Server databases to Azure with few or no application code changes. Instead of treating the cloud as an endpoint or static storage destination, use Azure Backup to access a richer set of tools and capabilities that benefit SAP NetWeaver installations, including: Use Azure storage blob snapshots for SAP HANA large instances to ensure data consistency and backup your SAP HANA workloads running on virtual machines in Azure. Maximize app resilience using Azure Chaos Studio to see how existing apps handle simple and complex failure scenarios. The situation was essentially one of preemptive alarm. Resources for accelerating growth. Azure Monitor Run SAP solutions across development, testing, and production scenarios in Azure. Because your family should be gathered around the table, not the toilet. This blog post provides an overview of this Narya framework, for more details refer to our "Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions" paper at the 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2020). Reduce fraud and accelerate verifications with immutable shared record keeping. WebText to 44202 (Msg&Data Rates May Apply). Based on modern Chaos Engineering practices, LitmusChaos is easy to use, scalable & fast. In Japan, NTT Mobile Communications Network (. Project Narya is a holistic, end-to-end prediction and mitigation servicenamed after the "ring of fire" from Lord of the Rings, known to resist the weariness of time. Bring the intelligence, security, and reliability of Azure to your SAP applications. Not for dummies. Build machine learning models faster with Hugging Face on Azure. Replace your on-premises or remote backup solution with a more secure, reliable, and cost-effective cloud-based solution. WebPattons Vanguard consists of two quick-playing four turn scenarios depicting the German attempt to drive the Americans from the German border. While using 3-digit years and 3-digit dates within that year was used by some, others chose to use the number of days since a fixed date, such as 1 January 1900. "low" #: US Senate Y2K committee's worldwide report for $200B; University of Cambridge Computer Laboratory, International Organization for Standardization, Math Blaster Episode I: In Search of Spot, National Archives and Records Administration, "20 Years Later, the Y2K Bug Seems Like a JokeBecause Those Behind the Scenes Took It Seriously", "Y2K: The strange, true history of how Canada prepared for an apocalypse that never happened, but changed us all", "Who invented Y2K and why did it become so universally popular? An upscale grocer's 1997 credit-card caused crash of their 10 cash registers, repeatedly, due to year 2000 expiration dates, and was the source of the first Y2K-related lawsuit. Gain access to an end-to-end experience like your on-premises SAN, Build, deploy, and scale powerful web applications quickly and efficiently, Quickly create and deploy mission-critical web apps at scale, Easily build real-time messaging web applications using WebSockets and the publish-subscribe pattern, Streamlined full-stack development from source code to global high availability, Easily add real-time collaborative experiences to your apps with Fluid Framework, Empower employees to work securely from anywhere with a cloud-based virtual desktop infrastructure, Provision Windows desktops and apps with VMware and Azure Virtual Desktop, Provision Windows desktops and apps on Azure with Citrix and Azure Virtual Desktop, Set up virtual labs for classes, training, hackathons, and other related scenarios, Build, manage, and continuously deliver cloud appswith any platform or language, Analyze images, comprehend speech, and make predictions using data, Simplify and accelerate your migration and modernization with guidance, tools, and resources, Bring the agility and innovation of the cloud to your on-premises workloads, Connect, monitor, and control devices with secure, scalable, and open edge-to-cloud solutions, Help protect data, apps, and infrastructure with trusted security services. Drive faster, more efficient decision making by drawing deeper insights from your analytics. WebRead latest breaking news, updates, and headlines. Those who hold this view claim that the lack of problems at the date change reflects the completeness of the project, and that many computer applications would not have continued to function into the 21st century without correction or remediation. Wait several days for short-lived virtual machinesto be stopped organically or re-deployed by customers. News about Chicago Bears, Cubs, Bulls, White Sox, Blackhawks, Fire from the Chicago Tribune, including latest injury reports, roster moves, trades, scores and analysis, photos and highlights. WebPassword requirements: 6 to 30 characters long; ASCII characters only (characters found on a standard US keyboard); must contain at least 4 different symbols; Explore tools and resources for migrating open-source databases to Azure while reducing costs. It was also named the "millennium bug" because it was associated with the popular (rather The main source of problems was confusion between hexadecimal number encoding and binary-coded decimal encodings of numbers. Give customers what they want with a personalized, scalable, and secure shopping experience. This meant that programs facing two-digit years could not distinguish between dates in 1900 and 2000. Contact an Azure sales specialist. Uncover latent insights from across all of your business data with AI. Azure Managed Instance for Apache Cassandra, Azure Active Directory External Identities, Citrix Virtual Apps and Desktops for Azure, Low-code application development on Azure, Azure private multi-access edge compute (MEC), Azure public multi-access edge compute (MEC), Analyst reports, white papers, and e-books, Dev/test deployment for testing platform as a service (PaaS) solutions, Dev/test deployment for testing microservices solutions, Dev/test deployment for testing infrastructure as a service (IaaS) solutions, Dev/test deployment for testing SharePoint farm. Weve all been there: cooking with very hot oil thats popping and splattering a bit, or broiling something that gets a little too charred on the edge, or simply turning away from whatever is in yourcast iron pan for a minute too long. They are all specialized in specific fields. Bring the intelligence, security, and reliability of Azure to your SAP applications. Visual Studio subscribers also receive free monthly credits that can be used to explore and try Azure services. Discover secure, future-ready cloud solutionson-premises, hybrid, multicloud, or at the edge, Learn about sustainable, trusted cloud infrastructure with more regions than any other provider, Build your business case for the cloud with key financial and technical guidance from Azure, Plan a clear path forward for your cloud journey with proven tools, guidance, and resources, See examples of innovation from successful companies of all sizes and from all industries, Explore some of the most popular Azure products, Provision Windows and Linux VMs in seconds, Enable a secure, remote desktop experience from anywhere, Migrate, modernize, and innovate on the modern SQL family of cloud databases, Build or modernize scalable, high-performance apps, Deploy and scale containers on managed Kubernetes, Add cognitive capabilities to apps with APIs and AI services, Quickly create powerful cloud apps for web and mobile, Everything you need to build and operate a live game on one platform, Execute event-driven serverless code functions with an end-to-end development experience, Jump in and explore a diverse selection of today's quantum hardware, software, and solutions, Secure, develop, and operate infrastructure, apps, and Azure services anywhere, Create the next generation of applications using artificial intelligence capabilities for any developer and any scenario, Specialized services that enable organizations to accelerate time to value in applying AI to solve common scenarios, Accelerate information extraction from documents, Build, train, and deploy models from the cloud to the edge, Enterprise scale search for app development, Create bots and connect them across channels, Design AI with Apache Spark-based analytics, Apply advanced coding and language models to a variety of use cases, Gather, store, process, analyze, and visualize data of any variety, volume, or velocity, Limitless analytics with unmatched time to insight, Govern, protect, and manage your data estate, 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