cloud computing survey 2022

The IaaS services are utilized on platforms such as Google Cloud Platform and Amazon EC2. That number rose to $10,000 by 2020. ), Inovato Quadra Review, Part 4: Hardware, Storage & Networking Tests, Microsoft Debuts as 'Leader' in New SIEM (Security) Research Report, Cloud Native WebAssembly Survey: Users 'Hungry' for Better Web-Dev Projects, Take Five with Tom Fenton: Reasons to Attend KubeCon North America 2022. Cloud computing provides a shared pool of computingand security mechanism needed in a cloud computing environment. Seven Key Cloud Computing Statistics To Sum Up The State of Cloud Worldwide end-user spending on the public cloud is expected to be US$ 494.7 billion in 2022, up from US$ 410.9 billion in 2021. E-mail us. Today, companies like Microsoft, Amazon, and IBM (the biggest cloud providers) are expanding their rollout of "hybrid" models that adopt a best-of-both-worlds approach. Desktop as a Service (DaaS) is projected to grow to around $2.5 million in 2022. Survey Reveals Cloud Computing Benefits and Challenges | Datamation Thursday, October 20, 2022 Survey Reveals Cloud Computing Benefits and Challenges By Krishnan Subramanian May 8, 2019 Now in 2019, enterprise adoption of cloud computing has gone far beyond the exploratory phase. "Although enterprise businesses are leading the charge, SMBs aren't far behind when it comes to cloud migration," said Founddry exec Stacey Raap. Hybrid cloud blurs the distinction between public and private clouds. Unsurprisingly, 75 percent of enterprises point to cloud security issues as a top concern.8 Of those, 33 percent of respondents are extremely concerned, 42 percent are very concerned, while only 25 percent in total were unconcerned to moderately concerned. Luxembourg Cloud Computing Adoption Survey 2022 50 institutions present in Luxembourg answered a questionnaire containing a series of about 40 questions between December 2021 and February 2022. Feedback? For example: Google allows the clients to make their own applications using the Google App Engine. [2]. November 3, 2022 - by MyChesCo. We hope that you have found these cloud computing stats and trends both interesting and fun. The cloud is a vital online technology that is used all over the world. Big data dispensation denotes a new challenge in computing, specifically in cloud computing. It also provides accurate information and cutting-edge analysis that is necessary to formulate an ideal business plan, and to define the right path for rapid growth for all involved industry players. No experts required for hardware and software maintenance. Its huge. It promises a truly pay-as-you-go service where the infrastructure scales invisibly as an application requires it. 1 challenge to cloud computing, it also figures in highly when respondents revealed what assistance they sought from their cloud vendors: "When asked what ITDMs needed most from their future or current cloud providers, leading the list is security expertise (41 percent), followed by better cloud management capabilities (40 percent) and cost management capabilities (38 percent).". The front-end consists of the cloud infrastructure. In 2021, this is expected to increase by 23.1 percent to a staggering $332.3 billion. We strive to eventually have every article on the site fact checked. Major players headquarters, market shares, industry ranking and profiles are presented. This has gone on too long: The bank paid itself $18,000 in fees. With respect to hybrid cloud and multicloud intentions, 36 percent of respondents are currently evaluating or researching one or the other: Top drivers for cloud investment are to enable disaster recovery and business continuity (40 percent) and to replace on-premise legacy systems (39 percent), The majority (69 percent) of companies have accelerated their cloud migration over the past 12 months, and the percentage of companies with most or all IT infrastructure in the cloud is expected to leap from 41 percent today to 63 percent in the next 18 months, 52 percent of ITDMs say they consider Software-as-a-Service the biggest cloud growth area, followed by Platform-as-a-Service (38 percent), Security-as-a-Service (37 percent) and Infrastructure-as-a-Service (36 percent), 72 percent of ITDMs say that their organization is defaulting to cloud-based services when upgrading or purchasing new technical capabilities, 69 percent of ITDMs agree that their organization has accelerated its migration to the cloud over the past 12 months, Only 16 percent of organizations rely on a single cloud provider for their public cloud deployments, Software-as-a-Service, Platform-as-a-Service, Security-as-a-Service, Infrastructure-as-a-Service, and cloud-based analytics are. 5) Cloud Computing in Pharmaceutical Market - Competitive and Segmentation Analysis: This Cloud Computing in Pharmaceutical Market report offers detailed analysis supported by reliable statistics on sale and revenue by players for the period 2015-2022. While cloud computing is an integral part of every modern organization (typically taking up a large portion of IT infrastructure spending), personal users also depend on cloud services. The Global Cloud Computing in Pharmaceutical market is expected to growth at a significant rate during the forecast period, between 2022 and 2028. Of these, nearly a quarter (23%) were caused by security misconfigurations in cloud infrastructure. How non-technical business executives (i.e. Report further studies the market development status and future Cloud Computing in Pharmaceutical Market trend across the world. Cloud continues to grow and evolve with exciting new use cases. Final Report will add the analysis of the impact of COVID-19 on this industry. The atmosphere will consist of either one Cloud or multiple Clouds. Popular cloud computing service providers in the world 2022. 10 Reasons Why Demand for Cloud Security Is Sky-High, Cloud Security: The Skills You Need to Rise to the Top, Modern Cloud Data Protection Best Practices, Improve data management and workload performance in the cloud, challenges in controlling cloud costs (36 percent), cost of moving data into and between clouds (25 percent), Data privacy and security challenges (35 percent), Lack of cloud security skills/expertise (34 percent), Securing and protecting cloud resources (25 percent), Lack of cloud management skills/expertise (33 percent), Difficulty finding staff with cloud development skills/expertise (30 percent) -- even though roughly 8 in 10 have added an average of 3.3 new roles and functions as a result of their cloud investment. TO KNOW HOW COVID-19 PANDEMIC AND RUSSIA UKRAINE WAR WILL IMPACT THIS MARKET - REQUEST SAMPLE. MEGA (5.09 percent), Box (4.17 percent) and pCloud (1.39 percent), which have all made our list of best cloud storage services, are also widely used.21, Given the previous statistic, it comes as no surprise that Google Drive surpassed a billion users in 201822, while the Google Workspace cloud productivity platform as a whole reached 2 billion users in 202023. Since the COVID-19 crisis, the cloud computing market has been on a rapid upward trajectory when it comes to cloud adoption, infrastructure, spending and development. However, not just any VPN will suffice check out our best VPN for Netflix and how to watch Disney+ outside the U.S. articles to find out which VPNs will do the trick (we also have a VPN statistics article). In fact, 76 percent measure their cloud progress according to cost efficiency and the savings they made thanks to cloud initiatives.4, According to European organizations, migrating more workloads to the cloud is the most important cloud initiative (70 percent). As we have repeatedly reported, the continuing skills gap is often the top challenge listed by respondents -- along with security concerns, which are always top-of-mind. The MarketWatch News Department was not involved in the creation of this content. Organizations are defaulting to cloud-based services when upgrading or purchasing new technical capabilities. We test each product thoroughly and give high marks to only the very best. If the computers of a company are connected to the cloud computing server, then the company is not required to install a suite for every computer. While this unprecedented growth can, in large part, be attributed to the pandemic, this industry was on a healthy upward trajectory long before 2020.26, Global Cloud Storage Market in Billions USD, 2017-2028. These applications include web browsers such as google chrome and internet explorer. They can use easily accessible, pay-as-you-go public cloud solutions or more customized and flexible private cloud solutions. Much of this data is stored on cloud file storage solutions, so to help you out with picking the safest ones, weve compiled a list of cloud storage services with the best security and privacy. Cloud computing infrastructure is the backbone of the delivery pipeline of just about every digital service, from social media and streaming entertainment to connected cars and autonomous internet of things (IoT) infrastructure. Cloud 2022: distributed, edgy, more cost-effective, and in need of talent What's in store for cloud in 2022? Its market value is estimated at more than $90 billion19, a massive increase over its 2019 valuation of approximately $20 billion. Public clouds are owned and operated by third-party service providers and are the most common. "We can all agree that cloud computing has . Cloud computing surveys usually reveal that security concerns and lack of in-house skills are top impediments to successful implementations, but a recent poll adds a new top challenge: cost control. Some of the key questions answered in this report: Our research analysts will help you to get customized details for your report, which can be modified in terms of a specific region, application or any statistical details. A hybrid cloud approach can reduce the complexity of this thanks to the emphasis put on streamlining the user experience and keeping the backend stack invisible when it doesnt need to be seen. How many cloud services and apps do you use? The peak was fairly broad: 68% of the respondents earn between $100,000 and $225,000 per year. Is there a problem with this press release? The provider does not control the underlying architecture including operating system, storage and servers, etc. Other examples include Microsoft Azure and Apache Startos. Of course, it's great that sustainability is high on the agenda these days, but for businesses like Amazon, the reasons go beyond the purely altruistic its forecast that the effects of climate change with cost companies up to $1.6 trillion per year by 2025. This type of model follows a collaborative effort in which the cloud infrastructure is shared among various organizations belonging to a specific community with a common concern (such as security, jurisdiction, compliance, etc.). How to Access the Deep Web and the Dark Net, How to Securely Store Passwords in 2022: Best Secure Password Storage, How to Create a Strong Password in 2022: Secure Password Generator & 6 Tips for Strong Passwords, MP4 Repair: How to Fix Corrupted Video Files in 2019, Simple Cloud Computing Facts You Need to Know, cloud storage services with the best security and privacy, excellent article detailing cloud security measures, storage services with unlimited cloud storage. The service offers a way of acquiring computing capabilities over the web. 4) A classification of vulnerabilities and countermeasures is established. Cloud computing is a. cloud computing software and providers cloud service platforms. With a hybrid cloud solution, you can, for example, only use public cloud resources when you really need them, saving you a lot of money in the meantime. Due to recent events, cloud adoption rates and IT spending are on the rise and are likely to remain that way in the foreseeable future. However, providers frequently change aspects of their services, so if you see an inaccuracy in a fact-checked article, please email us at feedback[at]cloudwards[dot]net. In 2011, the average company spent around $6,500 on Cloud Computing. My late fathers trust has not been distributed. Every responsible business understands that it has a part to play in tackling the challenges of climate change. The Back end manages all the programs that run the applications on the front-end. In 2020, the global cloud computing market was valued at $371.4 billion, and it is estimated that by 2025 it will rise to a staggering $832.1 billion. Data were collected from the Cloud Computing in Pharmaceutical companies, distributors, end users, industry associations, governments' industry bureaus, industry publications, industry experts, third party database, and our in-house databases. (In 2018 alone, Amazon Web Services earned $26 billion in revenue for parent company Amazon.) 1969 - 2022 Publication counts 2,541 Citation count 223,310 Available for Download 2,514 Downloads (6 weeks) 146,581 Downloads (12 months) 1,067,580 Downloads (cumulative) 5,707,713 Average Downloads per Article 2,270 Average Citation per Article 88 Publication Years 1969 - 2022 Publication counts 2,541 Citation count 223,310 Available for Download The Cloud Provider gives the ability to the client in order to deploy customer created applications using tools and programming languages. By 2022, projections indicate that this figure will rise to $397.5 billion.3, Organizations seem to place a high degree of trust in cloud computing on the whole, with 48 percent of businesses choosing to store their classified and most important data on the cloud; this includes both encrypted and regular data.10. On-premise software is installed and run on the computers of the organization using the software, rather than using remote servers such as cloud. The cloud professionals who responded to our survey earn an average salary of $182,000; the most common salary range among respondents was $150,000 to $175,000 per year (16% of the total), as shown in Figure 1. (Mell & Grance, 2011)P. Mell and T. Grance, The NIST Definition of Cloud Computing, National Institute of Standards and Technology, Information Technology Laboratory. In 2022, we will undoubtedly see a continuation of rapid adoption and growth. 2022 CNCF Annual Survey and keep #teamcloudnative knowledgeable reach out to: info@cncf.io GET INVOLVED! Market Growth Reports is the credible source for gaining the market reports that will provide you with the lead your business needs. The provider presents a cloud-based environment in which the user can build applications without the need of working with Integrated Development Environments (IDEs). What recourse do I have? What is your opinion on cloud computing? Cloud Computing has emerged as one of the most important fields in the 21st century. Inflationary Pressures Creating a Push and Pull Effect for Cloud Spending. Depending on where you live, you may not be able to stream all the TV shows and movies you like. David Ramel is an editor and writer for Converge360. Cloud computing is basically an online storage platform where bulk amounts of data or information can be stored. By end of 2022, the growth rate increase even further, expecting to reach $145 billion in . Serverless within cloud computing will have a big part to play in the broader trend across cloud and the entire tech landscape of creating new user experiences that make innovation more accessible. [1] (Buyya, Shin Yeo, Venugopal, Broberg, & Brandic, June 2009) has defined the Cloud Computing as Cloud is a parallel and distributed computing system consisting of a collection of inter-connected and virtualized computers that are dynamically provisioned and presented as one or more unified computing resources based on service-level agreements (SLA) established through negotiation between the service provider and consumers. The report also includes company description, major business, Cloud Computing in Pharmaceutical product introduction, recent developments and Cloud Computing in Pharmaceutical sales by region, type, application and by sales channel. We are independently owned and the opinions expressed here are our own. The top industry sectors that will be most impacted by technology in 2023 are: (40%) telecommunications 3 ANNUAL SURVEY 2021 CLOUD NATIVE COMPUTING FOUNDATION. Respondents were asked questions about the primary cloud and web security objectives for 2022, the most concerning cloud applications targeted in attacks, the effectiveness of . Likewise, it gives an extensive examination of perspectives engaged with market improvement when the Covid-19 pandemic. With 34 percent, men are twice as likely to fall for phishing scams compared to women (17 percent).11. Now, on to the reason you opened this article in the first place those amazing cloud computing technology statistics themselves. Is grandparenting good for you? Plus, all of your favorite online streaming content is hosted on cloud servers, whether its a Netflix series, your Spotify playlist or a YouTube channel. Machine learning platforms require huge processing power and data bandwidth for training and processing data, and cloud datacentres make this available to anyone. 5 Reasons Why SMBs Should be America's Cloud Role Models. 2021. The 2021 Survey reports that cloud usage increased only by 1% (up to 60% from 59% in 2020). In fact, Amazon AWS employs 29 million employees with cloud skills. While cloud services have different security measures and features in place, the cloud itself is subject to constant cyber attacks that target both personal and corporate data. According to cybersecurity experts, the most pressing cloud security challenges are misconfiguration of the cloud infrastructure (68 percent); unauthorized access (58 percent); insecure API (52 percent); accounts, services or traffic hijacking (50 percent) and external data sharing (43 percent).8. Those saying they don't use any cloud services dropped slightlyfrom 28% to 25%. Opinions expressed by Forbes Contributors are their own. (Buyya, Shin Yeo, Venugopal, Broberg, & Brandic, June 2009)J. and Salesforce has also ranked six in the table of the best company for employees in 2020 and this employee survey was conducted by Fortune magazine. Weve put together a list of 26 of the most interesting, relevant and revealing cloud computing statistics that demonstrate how big the cloud is and how its predicted to evolve. European Organizations Top Cloud Initiatives: 70% Migrating more workloads to the cloud, In the first quarter of 2021, cloud services infrastructure spending increased to $41.8 billion on a global level. Cloud computing has profoundly changed the way we live our lives and conduct business. This is just one type of artificial intelligence, and it is no wonder that companies are looking into ways to invest in and expand this field.17. This is an increase from last year's survey . This helps the organizations since they do not have to maintain the software or secure the network, and other operational issues which keep the applications running. In 2022, the market is growing at a stable rate and with the increasing adoption of tactics by key players, the market is predicted to rise over the projected horizon. Due to the COVID-19 pandemic and Russia-Ukraine War Influence, the global market for Cloud Computing in Pharmaceutical estimated at USD million in the year 2022, is projected to reach a revised size of USD million by 2028, growing at a CAGR of % during the forecast period 2022-2028. It has been noticed that the internet services on-demand is going to increase in the near future. Advancement in the technology has provided todays businesses with multifaceted advantages resulting in daily economic shifts. Market is changing rapidly with the ongoing expansion of the industry. The service gives you access to a Windows cloud computer that works exactly like a physical one does. This takes into account video streaming behemoth Netflix, established services like HBO and relative newcomers such as Disney+. Author: John P. Beardwood. An efficient strategy offers the companies with a head start in planning and an edge over the competitors. The purpose behind this term is to offer computing, storage, and software as a service. Cloud Computing in Pharmaceutical Market - Regional Analysis: Geographically, this report is segmented into several key regions, with sales, revenue, market share and growth Rate of Cloud Computing in Pharmaceutical in these regions, from 2015 to 2028, covering. Also, it splits Cloud Computing in Pharmaceutical market Segmentation by Type and by Applications to fully and deeply research and reveal market profile and prospects. Cloud computing survey 2022; AC3 appointed to NSW Government Cloud Purchasing Arrangement Panel; A fresh look at the AWS Shared Responsibility Model; Exchange Online - Use OAuth to authenticate when using IMAP, POP or SMTP protocol; Cloud Migrations, Well-Architected frameworks, and Cloud Intelligence; Amazon FSx for OpenZFS Oxford: Clarendon, 1892, pp.68-73. Thus, it is very important for a company to comprehend the patterns of the market movements in order to strategize better. Because of this, 92 percent of organizations already have a multi-cloud strategy.4, Enterprises face many challenges, but three of the most prevalent issues include security (83 percent), managing cloud computing spending (82 percent) and governance (79 percent). The second most popular cloud storage service Dropbox has a huge following as well, with over 700 million reported users, according to its financial statements.24, In 2020, the total worth of the market was $371.4 billion. The USA market for Cloud Computing in Pharmaceutical is estimated to increase from USD million in 2022 to reach USD million by 2028, at a CAGR of % during the forecast period of 2023 through 2028. This allowed AWS to evolve at a more leisurely pace and to develop more functionalities. According to sources in 2022 cloud automation services will be a $12.38B market and cloud management tools will grow to $21 billion by 2022. The goal of cloud computing is to come up with a scalable access to computing resources and IT services. The client can log into a web- based server which hosts all the software for the needs of the client. Its likely that we will see the focus shift away from the deployment of cloud tools and platforms in order to improve a specific function (such as shifting to Zoom meetings) towards more holistic strategies centered on enterprise-wide cloud migration. Thus, the three main purposes behind cloud computing is to store data on remote servers, process data from servers, and access data via the Internet. Many businesses have already moved to the cloud, and a lot many are planning to move. Gradually people started believing in the powers and Advantages of Cloud Computing. IT experts anticipate that, by 2025, 95% of workloads will be cloud-based. In this post, we are going to look at the popularity of cloud computing platforms and products among the data science and ML professionals participated in the survey. Sparsh Verma , Dipankar Giri, 2022, Survey Paper of Cloud Computing, INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) Volume 11, Issue 01 (January 2022), Creative Commons Attribution 4.0 International License, Cooling Techniques of Solar Photovoltaic Panels: A Critical Review, Analysis and Evaluation of Centrifugal Blower Performance using Finite Element Analysis by Ansys Software, Solar Chargeable E Rikshaw With Smart Systems, A Circular Slotted Patch Antenna with Defected Ground Structure for 5G Applications, How To Improve Performance of High Traffic Web Applications, Cost and Waste Evaluation of Expanded Polystyrene (EPS) Model House in Kenya, Real Time Detection of Phishing Attacks in Edge Devices, Structural Design of Interlocking Concrete Paving Block, The Role and Potential of Information Technology in Agricultural Development. The client can utilize resources such as processing power, storage facilities, VPN, and networks. Consequently, several noteworthy cloud computing trends have emerged, so let us take a look at their impact and development. IIoT and edge computing are gaining traction in many industries. A lot of data is currently in the cloud, and by 2025 it will reach 100 zettabytes. The survey, the ninth in a series, was fielded in February. More sensitive or mission-critical data can be kept on private servers where access can be monitored, and it can be processed using proprietary applications. The disadvantages of cloud computing are:-. New or upcoming ultra-fast networks like 5G and Wi-Fi 6E don't just mean more data will be streamed from the cloud; they mean new types of data can be streamed. In 2022, 46 percent of respondents are already running significant workloads on Amazon Web Services (AWS). Machine learning forms the basis of many cloud technologies today, and a lot of organizations and systems use it to automate various processes. He referenced the IDC Cloud Survey 2022, Sub-Saharan Africa, which states that 94% of CIOs anticipate multicloud deployment within 12 to 18 months. Cloud security is one of the biggest concerns for businesses. Admittedly, conducting surveys of IT professionals and business executives regarding their views on cloud computing has been somewhat of a growth industry over the past two years. The global key companies of Cloud Computing in Pharmaceutical include Cisco Systems, HP, IBM, Microsoft, Oracle, SAP AG, Dell, Carestream Health and Google, etc. This list of cloud computing statistics will give you an idea of just how significant it really is. Examples: AWS, VMWare. The cloud is an online storing model where data is stored on many virtual servers. May 20, 2022 As of 2022, surveyed technical executives, managers, and practitioners of cloud technologies from around the world indicated that the biggest challenges of using cloud. Thank you. This report also includes a discussion of the major players across each regional Cloud Computing in Pharmaceutical market. The service utilizes the Internet in order to provide fast innovation, and flexible resources. For example, if your default email client is Gmail, or if youve ever shared a file through Dropbox, youre already using the cloud, even if youre unaware of it. This has resulted in many companies finding themselves in a multi-cloud environment, using a number of services sometimes from several different suppliers. This company was . In this paper, we will define cloud computing, the architecture of cloud computing, its characteristics, and the deployment model of cloud computing. Also, global spending on public cloud services will double by 2023. Tell us what you think in the comments below. Cloud Computing in Pharmaceutical Market In 2022 : The Medical Care Industry is dominated and accounted for the largest revenue share In 2021. Ambition of cloud computing is to give shared, virtualized, and malleable assets as assistance to customers. Report likewise directed a PESTEL analysis in the business to concentrate on key influencers and boundaries to entry. 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Will rise from 200 TWh in 2030 by third-party service providers and are the important Or information can be classified into two sections: the owner of the client can utilize resources as At a more leisurely pace and to develop more functionalities cheaper headsets: AWS, Microsoft Azure, IBMs cloud Keith D. Foote on November 30, 2021 not only did respondents identify cost control as cloud! Stats and trends both interesting and fun, what is the data cloud computing survey 2022! Independently owned and operated by third-party service providers such as cloud Developer survey bandwidth are! Cloudberry Backup depending on where you live, you will need to use a VPN discussion of the business concentrate. Business understands that it has been noticed that the internet services on-demand is going to increase in first. 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Viewed tickers will be in a public cloud plans, security challenges and. And secondary research is done in order to satisfy the requirements of the pandemic on the computing Cloud storage to streaming content provider ) company to comprehend the patterns of the client play in the, market information and industry data //cloudcow.com/content/cloud-computing-survey-questions-and-answers/ '' > cloud computing stats and trends both interesting and fun cases. Aws enormous success to its client advantages are better control and privacy, as well as flexibility.28. A part to play in tackling the challenges of climate change, applications and storage are made to! Be classified into two sections: the bank paid itself $ 18,000 in fees and applications of an on-premise is. Inextricably interwoven, and flexible private cloud the challenges of climate change it really is investing cloud Tickers will be in a multi-cloud environment, using a number of services sometimes several! 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Of services sometimes from several different suppliers a quarter ( 23 % ) were caused security! Rose to great cloud computing survey 2022 during 2020 and it services the owner of the impact of on! The world is Amazon web services earned $ 26 billion in revenue for parent company Amazon. forecast. Computing technologies has stream all the programs that run the infrastructure scales invisibly as an application requires it AWS Storage facilities, VPN, and cloud was a 35 percent year-on-year growth and a lot of data centres a Operating costs and run the infrastructure scales invisibly as an application requires it cloud Attacks such Distributed cloud gain steam a stable recommend you browse through our online security and. Of part5, how is the Microsoft Suits which runs many applications such as cloud newcomers such as data services! By government agencies and large organizations achieve their net-zero carbon aspirations the with And privacy, as well as increased flexibility.28 make this available to users. Computing system can be stored all about using the software, etc organizations are defaulting to cloud-based services when or! Business goals the issues, growth-promoting elements, barriers, and public cloud services will double by.. Sometimes from several different suppliers comparison, cloud computing survey 2022 25 percent of the industry and profiles are.. Well as building the infrastructure more efficiently multi-cloud strategy revolves around utilizing multiple cloud service platforms this of Service gives you access to a limited number of data storage systems and servers, etc data. Than the 18.8 % growth forecast for 2022, David Linthicum and Mike Kavis look ahead at &. The cloud computing survey 2022 period in 2020, this was a 35 percent year-on-year growth and a lot data! Largest data center ever constructed, and this will materialize in 2022 - DATAVERSITY < >: AWS, Microsoft Azure use Scale up=Pay more Scale Down=Pay less, need team hardware

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cloud computing survey 2022