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Cloud Computing Ppt PowerPoint Presentation Themes Cpb

Cloud Computing Ppt PowerPoint Presentation Themes Cpb

This is a cloud computing ppt powerpoint presentation themes cpb. This is a four stage process. The stages in this process are cloud computing.

Types Of Cloud Computing Ppt Summary Slide Download PDF

Types Of Cloud Computing Ppt Summary Slide Download PDF

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Benefits Of Cloud Computing Ppt Powerpoint Guide

Benefits Of Cloud Computing Ppt Powerpoint Guide

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Benefit Of Cloud Computing Ppt Slide Download PDF

Benefit Of Cloud Computing Ppt Slide Download PDF

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Business Model Of Cloud Computing Ppt Example File

Business Model Of Cloud Computing Ppt Example File

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SAAS Cloud Computing Ppt PowerPoint Presentation Visual Aids Model Cpb

SAAS Cloud Computing Ppt PowerPoint Presentation Visual Aids Model Cpb

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What Is Cloud Computing Ppt Summary Graphics PDF

What Is Cloud Computing Ppt Summary Graphics PDF

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Cloud Computing Services What Is Cloud Computing Ppt PowerPoint Presentation Gallery Skills PDF

Cloud Computing Services What Is Cloud Computing Ppt PowerPoint Presentation Gallery Skills PDF

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Management Services Cloud Computing Ppt PowerPoint Presentation Gallery Examples Cpb

Management Services Cloud Computing Ppt PowerPoint Presentation Gallery Examples Cpb

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Cloud Computing Applications Ppt Layouts Objects PDF

Cloud Computing Applications Ppt Layouts Objects PDF

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Types Cloud Computing Ppt PowerPoint Presentation Outline Summary Cpb

Types Cloud Computing Ppt PowerPoint Presentation Outline Summary Cpb

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Security Of Cloud Computing Ppt PowerPoint Presentation Inspiration Microsoft

Security Of Cloud Computing Ppt PowerPoint Presentation Inspiration Microsoft

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Learn Virtualization Cloud Computing Ppt PowerPoint Presentation Outline Example Cpb

Learn Virtualization Cloud Computing Ppt PowerPoint Presentation Outline Example Cpb

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Cloud Computing Benefits Companies Ppt PowerPoint Presentation Model Guide Cpb Pdf

Cloud Computing Benefits Companies Ppt PowerPoint Presentation Model Guide Cpb Pdf

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Use Cases Of Concurrent Computing Cloud Gaming Ppt File Examples PDF

Use Cases Of Concurrent Computing Cloud Gaming Ppt File Examples PDF

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Six Benefits Cloud Computing Ppt PowerPoint Presentation Slides Templates Cpb

Six Benefits Cloud Computing Ppt PowerPoint Presentation Slides Templates Cpb

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When Quantum Computing Meets Cloud Computing Ppt Gallery Clipart PDF

When Quantum Computing Meets Cloud Computing Ppt Gallery Clipart PDF

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Scaling In Cloud Computing Ppt PowerPoint Presentation Gallery Background Designs

Scaling In Cloud Computing Ppt PowerPoint Presentation Gallery Background Designs

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Characteristics Of Cloud Computing Ppt Icon Master Slide PDF

Characteristics Of Cloud Computing Ppt Icon Master Slide PDF

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Disaster Recovery In Cloud Computing Ppt PowerPoint Presentation Icon Background Image PDF

Disaster Recovery In Cloud Computing Ppt PowerPoint Presentation Icon Background Image PDF

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Features Of Cloud Computing Ppt PowerPoint Presentation Infographic Template Example

Features Of Cloud Computing Ppt PowerPoint Presentation Infographic Template Example

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Agenda Application Areas Of Mobile Cloud Computing Ppt Formate

Agenda Application Areas Of Mobile Cloud Computing Ppt Formate

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Example Of Go To Market Strategy Cloud Computing Ppt Diagram

Example Of Go To Market Strategy Cloud Computing Ppt Diagram

This is an example of go to market strategy cloud computing ppt diagram. This is a five stage process. The stages in this process are components, it infrastructure services, adoption services, components, it infrastructure services.

Cdn Supported Cloud Computing Ppt Professional Slides PDF

Cdn Supported Cloud Computing Ppt Professional Slides PDF

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CDN Supported Cloud Computing Ppt PowerPoint Presentation File Gallery PDF

CDN Supported Cloud Computing Ppt PowerPoint Presentation File Gallery PDF

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Application Security Cloud Computing Ppt PowerPoint Presentation Layouts Cpb

Application Security Cloud Computing Ppt PowerPoint Presentation Layouts Cpb

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Security Service Cloud Computing Ppt PowerPoint Presentation Inspiration Ideas Cpb

Security Service Cloud Computing Ppt PowerPoint Presentation Inspiration Ideas Cpb

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CRM Cloud Computing Ppt PowerPoint Presentation Portfolio Mockup Cpb

CRM Cloud Computing Ppt PowerPoint Presentation Portfolio Mockup Cpb

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Enterprise Cloud Computing Ppt PowerPoint Presentation Slides Maker Cpb

Enterprise Cloud Computing Ppt PowerPoint Presentation Slides Maker Cpb

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Disaster Recovery Cloud Computing Ppt PowerPoint Presentation Show Skills Cpb

Disaster Recovery Cloud Computing Ppt PowerPoint Presentation Show Skills Cpb

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Database Automation Cloud Computing Ppt PowerPoint Presentation Gallery Grid Cpb

Database Automation Cloud Computing Ppt PowerPoint Presentation Gallery Grid Cpb

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Data Storage Cloud Computing Ppt PowerPoint Presentation Layouts Styles Cpb

Data Storage Cloud Computing Ppt PowerPoint Presentation Layouts Styles Cpb

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Data Center Cloud Computing Ppt PowerPoint Presentation Icon Cpb Pdf

Data Center Cloud Computing Ppt PowerPoint Presentation Icon Cpb Pdf

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E Procurement Cloud Computing Ppt PowerPoint Presentation Inspiration Layouts Cpb

E Procurement Cloud Computing Ppt PowerPoint Presentation Inspiration Layouts Cpb

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Loosely Cloud Computing Ppt PowerPoint Presentation Show Guidelines Cpb Pdf

Loosely Cloud Computing Ppt PowerPoint Presentation Show Guidelines Cpb Pdf

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ERP Cloud Computing Ppt PowerPoint Presentation File Grid

ERP Cloud Computing Ppt PowerPoint Presentation File Grid

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Six Benefits Cloud Computing Ppt PowerPoint Presentation Ideas Summary Cpb

Six Benefits Cloud Computing Ppt PowerPoint Presentation Ideas Summary Cpb

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Big Data Cloud Computing Ppt PowerPoint Presentation Gallery Sample Cpb

Big Data Cloud Computing Ppt PowerPoint Presentation Gallery Sample Cpb

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Data Protection Cloud Computing Ppt PowerPoint Presentation File Grid Cpb

Data Protection Cloud Computing Ppt PowerPoint Presentation File Grid Cpb

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Concept Virtualization Cloud Computing Ppt PowerPoint Presentation Inspiration Information Cpb

Concept Virtualization Cloud Computing Ppt PowerPoint Presentation Inspiration Information Cpb

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SAAS Model Cloud Computing Ppt PowerPoint Presentation Summary Objects Cpb

SAAS Model Cloud Computing Ppt PowerPoint Presentation Summary Objects Cpb

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Networking Support Cloud Computing Ppt PowerPoint Presentation Styles Samples Cpb

Networking Support Cloud Computing Ppt PowerPoint Presentation Styles Samples Cpb

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Capital Markets Cloud Computing Ppt PowerPoint Presentation Layouts Styles Cpb

Capital Markets Cloud Computing Ppt PowerPoint Presentation Layouts Styles Cpb

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Automation Cloud Computing Ppt PowerPoint Presentation Gallery Guidelines Cpb Pdf

Automation Cloud Computing Ppt PowerPoint Presentation Gallery Guidelines Cpb Pdf

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Provisioning Cloud Computing Ppt PowerPoint Presentation Show Brochure Cpb Pdf

Provisioning Cloud Computing Ppt PowerPoint Presentation Show Brochure Cpb Pdf

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Loosely Cloud Computing Ppt PowerPoint Presentation Pictures Gallery Cpb

Loosely Cloud Computing Ppt PowerPoint Presentation Pictures Gallery Cpb

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Advantages Cloud Computing Ppt PowerPoint Presentation Gallery Designs Cpb

Advantages Cloud Computing Ppt PowerPoint Presentation Gallery Designs Cpb

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Characteristics Of Cloud Computing Ppt Outline Smartart PDF

Characteristics Of Cloud Computing Ppt Outline Smartart PDF

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Cybersecurity Security Framework In Cloud Computing Ppt Portfolio Grid PDF

Cybersecurity Security Framework In Cloud Computing Ppt Portfolio Grid PDF

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Data Upload Mobile Wifi Download Cloud Computing Ppt Slides Graphics

Data Upload Mobile Wifi Download Cloud Computing Ppt Slides Graphics

Four cloud icons has been used to design this power point template. These editable icons are used to show the upload and download of data. Display data related topics in your cloud computing related presentations by using this icon template.

Settings Power Global Cloud Computing Ppt Slides Graphics

Settings Power Global Cloud Computing Ppt Slides Graphics

Concept of setting on cloud computing for global services can be described with this icon template. These editable icons are designed with cloud graphics with other sub icons. Use this icon template for technology and global topics related presentations.

Cloud Computing Providers Ppt Model Professional PDF

Cloud Computing Providers Ppt Model Professional PDF

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Cloud Computing Virtualization Ppt Inspiration Samples PDF

Cloud Computing Virtualization Ppt Inspiration Samples PDF

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Cloud Computing Services Market Rate Of Cloud Computing Ppt PowerPoint Presentation Gallery Graphics Example PDF

Cloud Computing Services Market Rate Of Cloud Computing Ppt PowerPoint Presentation Gallery Graphics Example PDF

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Concurrent Computing With Fog Computing And Cloud Computing Ppt Slides Skills PDF

Concurrent Computing With Fog Computing And Cloud Computing Ppt Slides Skills PDF

This slide represents the difference between edge computing, fog computing, and cloud computing based on the location of data processing, processing power, and storage capacity and purpose. Presenting concurrent computing with fog computing and cloud computing ppt slides skills pdf to provide visual cues and insights. Share and navigate important information on four stages that need your due attention. This template can be used to pitch topics like processing, capabilities, technology, analysis. In addtion, this PPT design contains high resolution images, graphics, etc, that are easily editable and available for immediate download.

When Quantum Computing Meets Cloud Computing Ppt Model Example File PDF

When Quantum Computing Meets Cloud Computing Ppt Model Example File PDF

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Demand Computing Cloud Computing Ppt PowerPoint Presentation Pictures Graphic Tips Cpb Pdf

Demand Computing Cloud Computing Ppt PowerPoint Presentation Pictures Graphic Tips Cpb Pdf

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Busines Diagram Multiple Clouds Connected With Cloud For Cloud Computing Ppt Template

Busines Diagram Multiple Clouds Connected With Cloud For Cloud Computing Ppt Template

Multiple clouds are used to design this business diagram. This slide contains the concept of cloud connectivity and networking. Use this diagram for business and cloud technology related presentations.

Cloud Based Marketing Agenda Of Marketing For Cloud Computing Ppt PowerPoint Presentation Portfolio Infographics PDF

Cloud Based Marketing Agenda Of Marketing For Cloud Computing Ppt PowerPoint Presentation Portfolio Infographics PDF

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Cloud Based Marketing Characteristics And Benefits Of Cloud Computing Ppt PowerPoint Presentation Professional Layouts PDF

Cloud Based Marketing Characteristics And Benefits Of Cloud Computing Ppt PowerPoint Presentation Professional Layouts PDF

This slide provides details of the characteristics and benefits of cloud computing in an organization such as on demand self service, multi tenant model, broad network access, etc. Presenting cloud based marketing characteristics and benefits of cloud computing ppt powerpoint presentation professional layouts pdf to provide visual cues and insights. Share and navigate important information on four stages that need your due attention. This template can be used to pitch topics like on demand self service, broad network access, multi tenant model, elasticity and scalability. In addtion, this PPT design contains high-resolution images, graphics, etc, that are easily editable and available for immediate download.

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Free Cloud Computing Presentation Templates

Need to present on cloud computing but short on time and cash worry no more our free cloud computing powerpoint templates and google slides are your lifesavers. impress your audience with colorful visuals and simple explanations. from cloud networking to security, we've slides for every topic. craft informative presentations without breaking the bank.

Cloud computing

  • Cost Savings: No expensive hardware or maintenance headaches.
  • Flexibility: Scale your resources up or down in a snap, just like adjusting the brightness on your phone.
  • Accessibility: Work from any location, at any time, using any device.
  • Security: Top-notch data protection keeps your information safe.
  • Cloud Technology: Dive into the inner workings of the cloud, explaining its structure and components with clear visuals.
  • Cloud Networking : Untangle the web of connections that make the cloud tick, using diagrams and icons to make it a breeze to understand.
  • Cloud Virtuous Cycle: Show how the cloud benefits everyone, from individuals to businesses and the environment, with a beautiful cycle infographic.
  • Cloud Migration: Guide your audience through the journey of moving to the cloud, step-by-step, with helpful timelines and checklists.
  • Cloud Services: Explore the vast array of cloud offerings, from storage and databases to AI and machine learning, with informative icons and concise descriptions.
  • Cloud Security: Build trust with your audience by showcasing the robust security measures that keep their data safe in the cloud.
  • And more! We've got slides for information technology, social media strategies, process models, business development, cluster diagrams, and so much more.

Become an expert with SlideEgg

The Ultimate Guide To Cloud Networking Ppt

The Ultimate Guide To Cloud Networking Ppt

We're here to help you, what kind of cloud computing presentation templates do you offer.

We have a wide variety of templates covering different aspects of cloud computing, from technology basics to security, migration, and specific services like storage, AI, and networking.

Are these templates free to use?

Yes! We offer a generous selection of free templates, and you can upgrade for even more options.

Is there a requirement for specific software to utilize these templates?

No! Our templates work with both PowerPoint and Google Slides, so you can use whatever software you're comfortable with.

Can I edit the templates?

All our templates are fully editable, so you can customize them to fit your specific needs and brand.

Can I use these templates for commercial presentations?

Yes, our free templates are licensed for commercial use, so you can use them for your work presentations.

Can I share my finished presentation with others?

Yes, you can share your presentation with anyone, just like you would a regular PowerPoint or Google Slides presentation.

Free Cloud Computing Powerpoint Templates And Google Slides Themes

Big Data Cloud Computing and the Internet A Look at Business Technology Template For Google Slides And Powerpoint -page 0

Illustration showing how cloud computing enables access to intranet-based infrastructure and applications

Updated: 14 February 2024 Contributors: Stephanie Susnjara, Ian Smalley

Cloud computing is the on-demand access of computing resources—physical servers or virtual servers, data storage, networking capabilities, application development tools, software, AI-powered analytic tools and more—over the internet with pay-per-use pricing.

The cloud computing model offers customers greater flexibility and scalability compared to traditional on-premises infrastructure.

Cloud computing plays a pivotal role in our everyday lives, whether accessing a cloud application like Google Gmail, streaming a movie on Netflix or playing a cloud-hosted video game.

Cloud computing has also become indispensable in business settings, from small startups to global enterprises. Its many business applications include enabling remote work by making data and applications accessible from anywhere, creating the framework for seamless omnichannel customer engagement and providing the vast computing power and other resources needed to take advantage of cutting-edge technologies like generative AI and quantum computing . 

A cloud services provider (CSP) manages cloud-based technology services hosted at a remote data center and typically makes these resources available for a pay-as-you-go or monthly subscription fee.

Read how Desktop as a service (DaaS) enables enterprises to achieve the same level of performance and security as deploying the applications on-premises.

Register for the guide on app modernization

Compared to traditional on-premises IT that involves a company owning and maintaining physical data centers and servers to access computing power, data storage and other resources (and depending on the cloud services you select), cloud computing offers many benefits, including the following:

Cloud computing lets you offload some or all of the expense and effort of purchasing, installing, configuring and managing mainframe computers and other on-premises infrastructure. You pay only for cloud-based infrastructure and other computing resources as you use them. 

With cloud computing, your organization can use enterprise applications in minutes instead of waiting weeks or months for IT to respond to a request, purchase and configure supporting hardware and install software. This feature empowers users—specifically DevOps and other development teams—to help leverage cloud-based software and support infrastructure.

Cloud computing provides elasticity and self-service provisioning, so instead of purchasing excess capacity that sits unused during slow periods, you can scale capacity up and down in response to spikes and dips in traffic. You can also use your cloud provider’s global network to spread your applications closer to users worldwide.

Cloud computing enables organizations to use various technologies and the most up-to-date innovations to gain a competitive edge. For instance, in retail, banking and other customer-facing industries, generative AI-powered virtual assistants deployed over the cloud can deliver better customer response time and free up teams to focus on higher-level work. In manufacturing, teams can collaborate and use cloud-based software to monitor real-time data across logistics and supply chain processes.

The origins of cloud computing technology go back to the early 1960s when  Dr. Joseph Carl Robnett Licklider  (link resides outside ibm.com), an American computer scientist and psychologist known as the "father of cloud computing", introduced the earliest ideas of global networking in a series of memos discussing an Intergalactic Computer Network. However, it wasn’t until the early 2000s that modern cloud infrastructure for business emerged.

In 2002, Amazon Web Services started cloud-based storage and computing services. In 2006, it introduced Elastic Compute Cloud (EC2), an offering that allowed users to rent virtual computers to run their applications. That same year, Google introduced the Google Apps suite (now called Google Workspace), a collection of SaaS productivity applications. In 2009, Microsoft started its first SaaS application, Microsoft Office 2011. Today,  Gartner predicts  worldwide end-user spending on the public cloud will total USD 679 billion and is projected to exceed USD 1 trillion in 2027 (link resides outside ibm.com).

The following are a few of the most integral components of today’s modern cloud computing architecture.

CSPs own and operate remote data centers that house physical or bare metal servers , cloud storage systems and other physical hardware that create the underlying infrastructure and provide the physical foundation for cloud computing.

In cloud computing, high-speed networking connections are crucial. Typically, an internet connection known as a wide-area network (WAN) connects front-end users (for example, client-side interface made visible through web-enabled devices) with back-end functions (for example, data centers and cloud-based applications and services). Other advanced cloud computing networking technologies, including load balancers , content delivery networks (CDNs) and software-defined networking (SDN) , are also incorporated to ensure data flows quickly, easily and securely between front-end users and back-end resources. 

Cloud computing relies heavily on the virtualization of IT infrastructure —servers, operating system software, networking and other infrastructure that’s abstracted using special software so that it can be pooled and divided irrespective of physical hardware boundaries. For example, a single hardware server can be divided into multiple virtual servers . Virtualization enables cloud providers to make maximum use of their data center resources. 

IaaS (Infrastructure-as-a-Service), PaaS (Platform-as-a-Service), SaaS (Software-as-a-Service) and serverless computing are the most common models of cloud services, and it’s not uncommon for an organization to use some combination of all four.

IaaS (Infrastructure-as-a-Service) provides on-demand access to fundamental computing resources—physical and virtual servers, networking and storage—over the internet on a pay-as-you-go basis. IaaS enables end users to scale and shrink resources on an as-needed basis, reducing the need for high up-front capital expenditures or unnecessary on-premises or "owned" infrastructure and for overbuying resources to accommodate periodic spikes in usage. 

According to a  Business Research Company report  (link resides outside ibm.com), the IaaS market is predicted to grow rapidly in the next few years, growing to $212.34 billion in 2028 at a compound annual growth rate (CAGR) of 14.2%. 

PaaS (Platform-as-a-Service) provides software developers with an on-demand platform—hardware, complete software stack, infrastructure and development tools—for running, developing and managing applications without the cost, complexity and inflexibility of maintaining that platform on-premises. With PaaS, the cloud provider hosts everything at their data center. These include servers, networks, storage, operating system software, middleware  and databases. Developers simply pick from a menu to spin up servers and environments they need to run, build, test, deploy, maintain, update and scale applications.

Today, PaaS is typically built around  container s , a virtualized compute model one step removed from virtual servers. Containers virtualize the operating system, enabling developers to package the application with only the operating system services it needs to run on any platform without modification and the need for middleware.

Red Hat® OpenShift ® is a popular PaaS built around  Docker  containers and  Kubernetes , an open source container orchestration solution that automates deployment, scaling, load balancing and more for container-based applications.

SaaS (Software-as-a-Service) , also known as cloud-based software or cloud applications, is application software hosted in the cloud. Users access SaaS through a web browser, a dedicated desktop client or an API that integrates with a desktop or mobile operating system. Cloud service providers offer SaaS based on a monthly or annual subscription fee. They may also provide these services through pay-per-usage pricing. 

In addition to the cost savings, time-to-value and scalability benefits of cloud, SaaS offers the following:

  • Automatic upgrades:  With SaaS, users use new features when the cloud service provider adds them without orchestrating an on-premises upgrade.
  • Protection from data loss:  Because SaaS stores application data in the cloud with the application, users don’t lose data if their device crashes or breaks.

SaaS is the primary delivery model for most commercial software today. Hundreds of SaaS solutions exist, from focused industry and broad administrative (for example, Salesforce) to robust enterprise database and artificial intelligence (AI) software. According to an International Data Center (IDC) survey (the link resides outside IBM), SaaS applications represent the largest cloud computing segment, accounting for more than 48% of the $778 billion worldwide cloud software revenue.

Serverless computing , or simply serverless, is a cloud computing model that offloads all the back-end infrastructure management tasks, including provisioning, scaling, scheduling and patching to the cloud provider. This frees developers to focus all their time and effort on the code and business logic specific to their applications.

Moreover, serverless runs application code on a per-request basis only and automatically scales the supporting infrastructure up and down in response to the number of requests. With serverless, customers pay only for the resources used when the application runs; they never pay for idle capacity. 

FaaS, or Function-as-a-Service , is often confused with serverless computing when, in fact, it’s a subset of serverless. FaaS allows developers to run portions of application code (called functions) in response to specific events. Everything besides the code—physical hardware, virtual machine (VM) operating system and web server software management—is provisioned automatically by the cloud service provider in real-time as the code runs and is spun back down once the execution is complete. Billing starts when execution starts and stops when execution stops.

A  public cloud is a type of cloud computing in which a cloud service provider makes computing resources available to users over the public internet. These include SaaS applications, individual  virtual machines (VMs) , bare metal computing hardware, complete enterprise-grade infrastructures and development platforms. These resources might be accessible for free or according to subscription-based or pay-per-usage pricing models.

The public cloud provider owns, manages and assumes all responsibility for the data centers, hardware and infrastructure on which its customers’ workloads run. It typically provides high-bandwidth network connectivity to ensure high performance and rapid access to applications and data.

Public cloud is a  multi-tenant environment  where all customers pool and share the cloud provider’s data center infrastructure and other resources. In the world of the leading public cloud vendors, such as Amazon Web Services (AWS), Google Cloud, IBM Cloud®, Microsoft Azure and Oracle Cloud, these customers can number in the millions.

Most enterprises have moved portions of their computing infrastructure to the public cloud since public cloud services are elastic and readily scalable, flexibly adjusting to meet changing workload demands. The promise of greater efficiency and cost savings through paying only for what they use attracts customers to the public cloud. Still, others seek to reduce spending on hardware and on-premises infrastructure.  Gartner predicts  (link resides outside ibm.com) that by 2026, 75% of organizations will adopt a digital transformation model predicated on cloud as the fundamental underlying platform. 

A  private cloud is a cloud environment where all cloud infrastructure and computing resources are dedicated to one customer only. Private cloud combines many benefits of cloud computing—including elasticity, scalability and ease of service delivery—with the access control, security and resource customization of on-premises infrastructure.

A private cloud is typically hosted on-premises in the customer’s data center. However, it can also be hosted on an independent cloud provider’s infrastructure or built on rented infrastructure housed in an offsite data center.

Many companies choose a private cloud over a public cloud environment to meet their regulatory compliance requirements. Entities like government agencies, healthcare organizations and financial institutions often opt for private cloud settings for workloads that deal with confidential documents, personally identifiable information (PII), intellectual property, medical records, financial data or other sensitive data.

By building private cloud architecture according to  cloud-native  principles, an organization can quickly move workloads to a public cloud or run them within a hybrid cloud (see below) environment whenever ready.

A  hybrid cloud is just what it sounds like: a combination of public cloud, private cloud and on-premises environments. Specifically (and ideally), a hybrid cloud connects a combination of these three environments into a single, flexible infrastructure for running the organization’s applications and workloads. 

At first, organizations turned to hybrid cloud computing models primarily to migrate portions of their on-premises data into private cloud infrastructure and then connect that infrastructure to public cloud infrastructure hosted off-premises by cloud vendors. This process was done through a packaged hybrid cloud solution like Red Hat® OpenShift® or middleware and IT management tools to create a " single pane of glass ." Teams and administrators rely on this unified dashboard to view their applications, networks and systems.

Today, hybrid cloud architecture has expanded beyond physical connectivity and cloud migration to offer a flexible, secure and cost-effective environment that supports the portability and automated deployment of workloads across multiple environments. This feature enables an organization to meet its technical and business objectives more effectively and cost-efficiently than with a public or private cloud alone. For instance, a hybrid cloud environment is ideal for DevOps and other teams to develop and test web applications. This frees organizations from purchasing and expanding the on-premises physical hardware needed to run application testing, offering faster time to market. Once a team has developed an application in the public cloud, they may move it to a private cloud environment based on business needs or security factors.

A public cloud also allows companies to quickly scale resources in response to unplanned spikes in traffic without impacting private cloud workloads, a feature known as cloud bursting. Streaming channels like Amazon use cloud bursting to support the increased viewership traffic when they start new shows.

Most enterprise organizations today rely on a hybrid cloud model because it offers greater flexibility, scalability and cost optimization than traditional on-premises infrastructure setups. According to the  IBM Transformation Index: State of Cloud , more than 77% of businesses and IT professionals have adopted a hybrid cloud approach.

To learn more about the differences between public, private and hybrid cloud, check out “ Public cloud vs. private cloud vs. hybrid cloud: What’s the difference? ”

Watch the IBM hybrid cloud architecture video series.

Multicloud uses two or more clouds from two or more different cloud providers. A multicloud environment can be as simple as email SaaS from one vendor and image editing SaaS from another. But when enterprises talk about multicloud, they typically refer to using multiple cloud services—including SaaS, PaaS and IaaS services—from two or more leading public cloud providers. 

Organizations choose multicloud to avoid vendor lock-in, to have more services to select from and to access more innovation. With multicloud, organizations can choose and customize a unique set of cloud features and services to meet their business needs. This freedom of choice includes selecting “best-of-breed” technologies from any CSP, as needed or as they emerge, rather than being locked into offering from a single vendor. For example, an organization may choose AWS for its global reach with web-hosting, IBM Cloud for data analytics and machine learning platforms and Microsoft Azure for its security features.

A multicloud environment also reduces exposure to licensing, security and compatibility issues that can result from " shadow IT "— any software, hardware or IT resource used on an enterprise network without the IT department’s approval and often without IT’s knowledge or oversight.

Today, most enterprise organizations use a hybrid multicloud model. Apart from the flexibility to choose the most cost-effective cloud service, hybrid multicloud offers the most control over workload deployment, enabling organizations to operate more efficiently, improve performance and optimize costs. According to an  IBM® Institute for Business Value study , the value derived from a full hybrid multicloud platform technology and operating model at scale is two-and-a-half times the value derived from a single-platform, single-cloud vendor approach. 

Yet the modern hybrid multicloud model comes with more complexity. The more clouds you use—each with its own management tools, data transmission rates and security protocols—the more difficult it can be to manage your environment. With  over 97% of enterprises operating on more than one cloud  and most organizations running  10 or more clouds , a hybrid cloud management approach has become crucial. Hybrid multicloud management platforms provide visibility across multiple provider clouds through a central dashboard where development teams can see their projects and deployments, operations teams can monitor clusters and nodes and the cybersecurity staff can monitor for threats.

Learn more about hybrid cloud management.

Traditionally, security concerns have been the primary obstacle for organizations considering cloud services, mainly public cloud services. Maintaining cloud security demands different procedures and employee skillsets than in legacy IT environments. Some cloud security best practices include the following:

  • Shared responsibility for security:  Generally, the cloud service provider is responsible for securing cloud infrastructure, and the customer is responsible for protecting its data within the cloud. However, it’s also essential to clearly define data ownership between private and public third parties.
  • Data encryption:  Data should be encrypted while at rest, in transit and in use. Customers need to maintain complete control over security keys and hardware security modules.
  • Collaborative management:  Proper communication and clear, understandable processes between IT, operations and security teams will ensure seamless cloud integrations that are secure and sustainable.
  • Security and compliance monitoring:  This begins with understanding all regulatory compliance standards applicable to your industry and establishing active monitoring of all connected systems and cloud-based services to maintain visibility of all data exchanges across all environments, on-premises, private cloud, hybrid cloud and edge.

Cloud security is constantly changing to keep pace with new threats. Today’s CSPs offer a wide array of cloud security management tools, including the following:  

  • Identity and access management (IAM):  IAM   tools and services that automate policy-driven enforcement protocols for all users attempting to access both on-premises and cloud-based services. 
  • Data loss prevention (DLP): DLP services that combine remediation alerts data encryption and other preventive measures to protect all stored data, whether at rest or in motion.
  • Security information and event management (SIEM) :   SIEM is a comprehensive security orchestration solution that automates threat monitoring, detection and response in cloud-based environments. SIEM technology uses artificial intelligence (AI)-driven technologies to correlate log data across multiple platforms and digital assets. This allows IT teams to successfully apply their network security protocols, enabling them to react to potential threats quickly.
  • Automated data compliance platforms:   Automated software solutions provide compliance controls and centralized data collection to help organizations adhere to regulations specific to their industry. Regular compliance updates can be baked into these platforms so organizations can adapt to ever-changing regulatory compliance standards.

Learn more about cloud security.

Sustainability in business , a company’s strategy to reduce negative environmental impact from their operations in a particular market, has become an essential corporate governance mandate.  Moreover, Gartner predicts  (link resides outside ibm.com) that by 2025, the carbon emissions of hyperscale cloud services will be a top-three criterion in cloud purchase decisions.

As companies strive to advance their sustainability objectives, cloud computing has evolved to play a significant role in helping them reduce their carbon emissions and manage climate-related risks. For instance, traditional data centers require power supplies and cooling systems, which depend on large amounts of electrical power. By migrating IT resources and applications to the cloud, organizations only enhance operational and cost efficiencies and boost overall energy efficiency through pooled CSP resources.

All major cloud players have made net-zero commitments to reduce their carbon footprints and help clients reduce the energy they typically consume using an on-premises setup. For instance, IBM is driven by  sustainable procurement  initiatives to reach NetZero by 2030. By 2025, IBM Cloud worldwide data centers  will comprise energy procurement drawn from 75% renewable sources .

According to an  International Data Corporation (IDC) forecast  (link resides outside ibm.com), worldwide spending on the whole cloud opportunity (offerings, infrastructure and services) will surpass USD 1 trillion in 2024 while sustaining a double-digit compound annual growth rate (CAGR) of 15.7%. Here are some of the main ways businesses are benefitting from cloud computing: 

  • Scale infrastructure:  Allocate resources up or down quickly and easily in response to changes in business demands.
  • Enable business continuity and disaster recovery:  Cloud computing provides cost-effective redundancy to protect data against system failures and the physical distance required to apply disaster recovery strategies and recover data and applications during a local outage or disaster. All of the major public cloud providers offer Disaster-Recovery-as-a-Service (DRaaS) .
  • Build and test cloud-native applications : For development teams adopting Agile,  DevOps  or  DevSecOps to streamline development, the cloud offers on-demand end-user self-service that prevents operations tasks, such as spinning up development and test servers, from becoming development bottlenecks.
  • Support edge and IoT environments:  Address latency challenges and reduce downtime by bringing data sources closer to the edge . Support Internet of Things (IoT) devices (for example, patient monitoring devices and sensors on a production line) to gather real-time data.
  • Leverage cutting-edge technologies:  Cloud computing supports storing and processing huge volumes of data at high speeds—much more storage and computing capacity than most organizations can or want to purchase and deploy on-premises. These high-performance resources support technologies like  blockchain , quantum computing and  large language models (LLMs ) that power generative AI platforms like customer service automation. 

Create a no-charge IBM Cloud account and access more than 40 always-free products in cloud and AI.

IBM Cloud for VMware Solutions enables you to seamlessly migrate and modernize VMware workloads to the cloud, allowing you to leverage your existing investments for a consistent VMware experience—retaining the same level of access, security and control.

Let IBM Cloud manage your infrastructure while you manage your environment. Pay only for what you use.

Tackle large-scale, compute-intensive challenges and speed time to insight with hybrid cloud HPC solutions.

An industry-specific cloud, built to support your unique modernization and AI transformation needs.

Hybrid cloud integrates public cloud services, private cloud services and on-premises infrastructure into a single distributed computing environment.

DevOps speeds delivery of higher quality software by combining and automating the work of software development and IT operations teams.

Cloud migration is the process of relocating an organization’s data, applications, and workloads to a cloud infrastructure.

Although cloud computing is only a different way to deliver computer resources rather than a new technology, it has sparked a revolution in the way organizations provide information and service.

Determining the best cloud computing architecture for enterprise business is critical for overall success. That’s why it is essential to compare the different functionalities of private cloud versus public cloud versus hybrid cloud.

We're excited to introduce a three-part lightboarding video series that will delve into the world of hybrid cloud architecture. In this intro video, our guide, Sai Vennam, lays out the three major hybrid cloud architecture issues that we're going to cover: Connectivity, Modernization and Security.

Designed for industry, security and the freedom to build and run anywhere, IBM Cloud is a full stack cloud platform with over 170 products and services covering data, containers, AI, IoT and blockchain. Use IBM Cloud to build scalable infrastructure at a lower cost, deploy new applications instantly and scale up workloads based on demand.

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What is cloud computing?

Group of white spheres on light blue background

Remember when computers were big, hulking objects that dominated the office? Maybe you don’t; many digital natives learned to type on svelte laptops, not clunky, plug-in ergonomic keyboards. Here’s a little history: when they were first put into use, in the middle of the 20th century, computers could fill a whole room. By the time they started appearing in the households of the tech savvy, they were smaller, about the size of a step stool that could fit under a desk. Now, of course, they fit in our pockets  (and some, even in our brains ).

Get to know and directly engage with senior McKinsey experts on cloud computing.

Anand Swaminathan and Chandra Gnanasambandam  are senior partners in McKinsey’s Bay Area office, Brant Carson  is a senior partner in the Vancouver office, Kate Smaje  is a senior partner in the London office, Leandro Santos  is a senior partner in the Atlanta office, and Will Forrest  is a senior partner in the Chicago office.

The transition from huge to tiny computers has been driven by a number of technological advances. Transistors, integrated circuits, microprocessors, LCD, and lithium-ion batteries have all played a role in the miniaturization of computers since they came on the scene.

The emergence of cloud computing has also played a major role in the evolution of computing over past decades. Previously, organizations and individuals would have to store and run all their data, systems, and applications on their own servers. With cloud computing, organizations engage cloud service providers (CSPs) to host and run their applications on remote servers, using only as much compute power and storage as needed to meet demand. This theoretically allows for cheaper and faster computing because it eliminates the need to purchase, install, and maintain servers.

But, as we’ll see, it isn’t as simple as a one-and-done migration. Cloud requires a high degree of change, says  McKinsey partner James Kaplan : “Even though cloud is by far the superior way to host an application, it requires significant investments in underlying services, in application remediation, in building new organizational capabilities to change the ROI dynamics.”

About QuantumBlack, AI by McKinsey

QuantumBlack, McKinsey’s AI arm, helps companies transform using the power of technology, technical expertise, and industry experts. With thousands of practitioners at QuantumBlack (data engineers, data scientists, product managers, designers, and software engineers) and McKinsey (industry and domain experts), we are working to solve the world’s most important AI challenges. QuantumBlack Labs is our center of technology development and client innovation, which has been driving cutting-edge advancements and developments in AI through locations across the globe.

Despite the investment required, there’s clear economic potential for organizations looking to migrate to the cloud—to the tune of $3 trillion in global value by 2030 , according to McKinsey estimates. Kaplan puts it succinctly: “Part of the reason you hear so much about cloud is because it’s the way successful companies will run their technology environments in the future.” But how can organizations get from where they are now to achieving some of this sky-high value? Read on to find out.

Learn more about Cloud by McKinsey  and the McKinsey Digital  and Technology, Media & Telecommunications Practices .

What’s behind that $3 trillion number?

McKinsey estimates that cloud adoption could generate $3 trillion in global value by 2030. This number is derived from our analysis of 700 use cases, divided into the following areas :

  • Rejuvenate, which focuses on improving IT capabilities. This includes value from IT savings ($155 billion), operational cost savings ($311 billion), and digital risk reduction ($407 billion). That adds up to a total of $873 billion.
  • Innovate, which focuses on generating new revenue. $612 billion comes from innovation-driven growth, and $1.7 trillion comes from accelerated product development and hyperscalability, for a total of $2.3 trillion.
  • Pioneer, which covers a range of emerging technologies, including new cloud-based business models and integration with technologies like 5G , blockchain , and quantum computing . Because they’re so new, the impact can’t yet be exactly quantified.

What’s the main reason to move to the cloud?

There isn’t just one. Cost cutting is typically cited as the primary reason—but while cost reduction is certainly a tantalizing possibility with cloud migration, the potential to innovate is a far larger prize. McKinsey has found that the value cloud generates from enabling businesses to innovate is worth more than five times  what is possible by simply reducing IT costs.

Take digital transformation . While it’s an ongoing process, cloud computing, among other technologies, can help companies go through the phases of a digital transformation faster and more efficiently. The benefits are faster time to market, simplified innovation and scalability, and reduced risk. The cloud lets companies innovate quickly, providing customers with novel digital experiences. It also enables organizations to use bespoke, cutting-edge analytics not available on legacy platforms.

But to transition to a cloud-first operating model, organizations should make a collective effort that starts at the top. Here are three actions  CEOs can take to increase the value their companies get from cloud computing:

  • establish a sustainable funding model
  • develop a new business technology operating model
  • set up policies to attract and retain the right engineering talent

Circular, white maze filled with white semicircles.

Looking for direct answers to other complex questions?

Learn more about Cloud by McKinsey  and the  McKinsey Digital  and  Technology, Media & Telecommunications Practices .

How to maximize the value of a cloud transformation

In May 2024, McKinsey profiled more than 80 enterprises  for its CloudSights database. Forty percent of them found limited value in their cloud programs. Why? It’s not always clear. Even for companies well on their way to achieving value from cloud investments, it can be difficult to communicate progress to stakeholders and make a case for new investment. We find that the difficulty often boils down to lack of clarity about what is important to measure and lack of rigor in implementing a tracking program.

As with everything else, you can’t manage what you can’t measure. Data dashboards and central governance create the kind of transparency that supports data-backed decision making . Here are eight dimensions  that are important to almost any cloud transformation; each should have its own corresponding dashboard:

  • Executive summary objectives and key results: a curated, top-level program to inform overall progress
  • Business value and use cases: contributes to transparency into business objectives and use cases enabled by cloud adoption; metrics could include speed to market and percent of customers using new solutions
  • Cost performance: tracks money budgeted, spent, and saved on cloud costs
  • Application and data migration: measures progress of application portfolio and data transition to cloud
  • Infrastructure modernization: reporting on infrastructure modernization initiatives, including decommissioning of existing structures being replaced by cloud services
  • Financial operations: detailed reporting of cloud usage, CSP commitments, and costs; allows teams to optimize spending
  • Security and risk: assessment against security scorecard to identify cloud risks and vulnerabilities
  • People, products, and operating models: measurement of people readiness and impact of new operating model and product changes

Case study: Lincoln Financial Group’s journey from legacy to cloud

In March 2024, McKinsey interviewed  two executives from the insurance organization Lincoln Financial Group: Rob Klaczak is senior vice president and divisional chief information officer for life, annuities, and distribution, and Satyendra Kumar is vice president and executive sponsor and program lead. Here’s what we learned.

Lincoln’s decision to transition to the cloud was, like many other organizations, driven by the goal of cost savings. The costs associated with the organization’s legacy platforms were largely fixed, posing a financial challenge. The leadership team embarked on a large-scale transformation program, including 120 complex cloud systems and an accelerated time frame of less than two years to complete the entire program.

The transition was guided by collaboration, security considerations, and data collection and information sharing across the organization. An agile  mindset was critical to the ultimate success of the transformation, which Kumar cites as essential for adapting to unknowns, building confidence, and consistently delivering results.

The transformation unsurprisingly faced a number of challenges. Security issues were a major one, says Klaczak, particularly authentication without authorization. Leadership dealt effectively with this challenge by establishing an early working relationship with the chief information security officer. An overall mindset shift was also a challenge, ultimately surmounted by an emphasis on thought leadership and more efficient processes.

What are Kumar and Klaczak’s lessons for others looking to undertake cloud transformations? “Careful and detailed planning, along with a SWAT team approach to identify and resolve unknowns, is critical to success,” says Kumar, along with ongoing and exhaustive communication. Klaczak believes that “unwavering support from senior management” is critical to success.

In our experience, cloud transformation is not easy, not least because it frequently takes unexpected directions. With improved tracking, companies are better equipped to notice changes at early stages and make the necessary adjustments. (See sidebar “Case study: Lincoln Financial Group’s journey from legacy to cloud.”)

How has cloud computing evolved?

The COVID-19 pandemic rapidly accelerated organizations’ cloud migrations. Prior to the pandemic, enterprises planned to move a mere 45 percent of their IT-hosting expenditures to the cloud by 2021. But 65 percent of the decision makers surveyed by McKinsey in 2021 had actually increased their cloud budgets , and 40 percent of companies expected to pick up the pace of implementation.

Here are two examples of how organizations used cloud computing to adjust quickly to the new reality of pandemic-era lockdowns:

  • A fast-casual restaurant chain’s online orders multiplied exponentially during the 2020 pandemic lockdowns, ballooning from 50,000 per day to 400,000. The company’s online-ordering system could handle the volume—because it had already migrated to the cloud . Thanks to this success, the organization’s leadership decided to accelerate its five-year migration plan to less than one year.
  • Moderna harnessed  cloud computing to deliver the first clinical batch of a COVID-19 vaccine candidate in just 42 days. This success was due in part to the company’s use of cloud data storage and computing  to facilitate processes ensuring the drug’s safety and efficacy.

The COVID-19 pandemic accelerated the widespread migration to cloud, but the cloud revolution had actually been going on for years—more than 20, if you count from the founding of Salesforce, widely seen as the first software-as-a-service company. Today, next-generation cloud capabilities make it easier for software developers to tweak software functions independently and efficiently, which allows for a whole new level of agility.

How will generative AI change how organizations use the cloud?

Generative AI (gen AI) has the potential to transform business, the economy, and society at large. That includes, of course, the way organizations engage with the cloud. Put simply, gen AI  could make it easier for organizations to derive value  from the cloud. Gen AI has the potential to make cloud a more attractive investment, by both dramatically reducing the investment and time needed to adopt cloud and generating new value by supporting new business and tech use cases.

Currently, organizations must remediate existing applications so they can take advantage of cloud capabilities. This is expensive in terms of time and treasure. Early efforts to apply gen AI to application remediation and migration have indicated a 40 percent reduction in time and investment required (though much more analysis is needed).

In the meantime, organizations can incorporate gen AI into their cloud programs in the following ways:

  • incorporate gen-AI-enabled business use cases
  • accelerate migration of on-premises transactional systems to build end-to-end gen-AI-enabled customer journeys
  • use gen AI to transform the ROI of application remediation and migration

For a more detailed look at gen AI’s implications for cloud, click here .

How will cloud adoption impact different regions?

Asia has the highest cloud value potential: about $1.3 trillion  by 2030. This is because of the large number of oil and gas and banking organizations in Asia with large potential gains due to cloud. As CSPs expand their footprint in Asia over the next few years, they may be able to achieve outsize value.

Case study: US Centers for Medicare & Medicaid Services’ cloud journey

In January 2024, McKinsey interviewed Rajiv Uppal, the former CIO of the US Centers for Medicare & Medicaid Services (CMS), and Mark Oh, the organization’s director of infrastructure and user services group. Here’s what we learned about their cloud transformation journey.

Shortly after starting CMS’s cloud migration, says Uppal, leaders started realizing the imperative for a larger business transformation. The project called for a deeper connection between business and tech teams: “It required a fair bit of trust building with CMS’s business units.”

To help build the kind of trust Uppal and other leaders deemed necessary, CMS set up a program to train stakeholders in human-centered design , product management, and cloud technologies. “It all comes back to leadership emphasis on empathy,” says Oh. “If you’re not empathetic, you cannot deliver services and solutions that people will use.” A mindset of empathy served as the foundation for a culture of enablement, rather than mandate.

CMS also benefitted from a financial operations (FinOps) program in its cloud transformation. Oh estimates that this program contributed to a 15 percent overall savings on annual spend. That’s a significant amount for an agency like CMS, where annual spend exceeds $100 million.

CMS leadership is working to apply the lessons they learned from the cloud journey to other technological iteration, including developing gen AI capabilities. Once again, they are not mandating: “We’re creating a safe space for people to contribute and collaborate, using best practices,” says Oh.

Organizations based in the Americas have about $1.1 trillion in available cloud value. The Americas lead the world in cloud adoption at present; the value that stands to be captured here is largely through more advanced use cases. North America’s top industry in terms of potential value is retail, which stands to capture nearly $162 billion  in gains due to cloud by 2030. (See sidebar “Case study: US Centers for Medicare & Medicaid Services’ cloud journey.”)

McKinsey’s latest analysis indicates that the value European organizations have captured from cloud remains in isolated pockets and at subscale. The focus of European companies’ cloud efforts, for example, has been disproportionately on improvements to IT, which generates lower rates of return than improvements to business operations.

Cloud adoption in the Middle East has been slower than elsewhere. This is probably due in part to expensive and poor-quality international connectivity in some Middle Eastern countries as well as regulatory uncertainty. Yet we see big potential here: cloud adoption could generate as much as $183 billion of value by 2030. That’s roughly the equivalent of 6 percent  of the region’s current GDP.

What can European companies do to achieve their cloud growth ambitions?

Here are five strategic priorities  for European players looking to adopt cloud at scale:

  • Develop relationships with cloud providers into true partnerships. European companies should evolve traditional “supplier” relationships; new partnerships can help companies build their own capabilities and train their technical staff.
  • Modernize ways of working. Companies should focus on three mutually reinforcing elements of effective cloud operations: business value; working quickly in small, cross-functional teams; and building sufficient foundations.
  • Implement financial operations (FinOps) to optimize cloud spend and monitor impact. Investing early in a spend-management capability can help manage costs.
  • Be clear about ROI trade-offs when scaling. Once cloud workloads begin to scale, companies should pay close attention to ROI, which can diminish once adoption rates are too high.
  • Bridge existing compliance capabilities with those from CSPs to manage regulatory environments. Fast-evolving regulations are straining companies’ processes. Technology leadership should work with CSPs to ensure up-to-date compliance.

What are some cloud risks?

We’ve seen that cloud offers huge cost savings and potential for innovation. But the lift-and-shift approach—simply moving existing applications to the cloud—doesn’t actually reduce costs in the end. To achieve the kind of value they’re looking for, most companies will need to adjust their existing applications to the cloud environment. As we’ve seen, gen AI tools stand to make this process faster and easier.

For instance, a major financial-services organization  wanted to move more than 50 percent of its applications to the public cloud within five years. Its goals were to improve resiliency, time to market, and productivity. But not all its business units needed to transition at the same pace. IT leadership defined varying adoption archetypes to meet each unit’s technical, risk, and operating-model needs.

Security protocols can also pose problems when companies shift to the cloud. The resulting problems, however, can involve misconfigurations rather than inherent cloud security vulnerabilities. One solution? Securing cloud workloads for speed and agility : automated security architectures and processes enable workloads to be processed at a much faster tempo.

What kind of cloud talent is needed?

The talent demands of the cloud differ from those of legacy IT. While cloud computing can improve the productivity of your technology, it requires specialized and sometimes hard-to-find talent —including full-stack developers, data engineers, cloud-security engineers, identity- and access-management specialists, and cloud engineers. And your organization’s needs will change as you progress on your cloud journey.

Six practical actions can help your organization build the cloud talent you need :

  • Find engineering talent with broad experience and skills.
  • Balance talent maturity levels and the composition of teams.
  • Build an extensive and mandatory upskilling program focused on need.
  • Build an engineering culture that optimizes the developer experience.
  • Consider using partners to accelerate development and assign your best cloud leaders as owners.
  • Retain top talent by focusing on what motivates them.

What are some examples of different organizations benefitting from cloud?

Different industries, unsurprisingly, see dramatically different benefits from the cloud. High-tech, retail, and healthcare organizations occupy the top end of the value capture continuum. Electronics and semiconductors, consumer-packaged-goods, and media companies make up the middle. Materials, chemicals, and infrastructure organizations cluster at the lower end.

Here are some examples of how organizations in diverse industries  are benefitting from the cloud:

  • a retailer enhancing omnichannel  fulfillment, using AI to optimize inventory across channels and to provide a seamless customer experience
  • a healthcare organization implementing remote heath monitoring to conduct virtual trials and improve adherence
  • a high-tech company using chatbots to provide premier-level support combining phone, email, and chat
  • an oil and gas company employing automated forecasting to automate supply-and-demand modeling and reduce the need for manual analysis
  • a financial-services organization implementing customer call optimization using real-time voice recognition algorithms to direct distressed customers to experienced representatives for retention offers
  • a financial-services provider moving applications in customer-facing business domains to the public cloud to penetrate promising markets more quickly and at minimal cost
  • a health insurance carrier accelerating the capture of billions of dollars in new revenues by moving systems to the cloud

Learn more about Cloud by McKinsey and our McKinsey Digital , Financial Services , Healthcare , Retail , and Technology, Media & Telecommunications  practices.

What are the biggest cloud myths?

Based on interviews with more than 50 CIOs, chief technology officers, and cloud leaders at top North American organizations on their cloud programs, we isolated the following commonly held myths  about the cloud:

  • Cloud is just about cost savings. Cloud certainly helps reduce the costs of owning and running massive data centers, but businesses should approach cloud as an equally important tool for business enablement.
  • Cloud is a one-and-done replacement for physical infrastructure. Organization-specific technological challenges, like application migration, security-as-code protocols, and resiliency patterns, require bespoke solutions.
  • Cloud can slot into existing operating models. Successful cloud migration requires organizational change. Leaders should optimize operating models for maximum agility , and invest in FinOps to track costs.

How large does my organization have to be to benefit from cloud?

Here’s one more huge misconception: the cloud is just for big multinational companies. In fact, cloud can help make small local companies become multinational. A company’s benefits from implementing the cloud are not constrained by its size. In fact, the barrier to entry for cloud implementation is skill, not scale. This means companies of any size can compete if they have people with the right skills. With cloud, highly skilled small companies can take on established competitors. To realize cloud’s immense potential value fully, organizations should take a thoughtful approach, with IT and the businesses working together.

For more in-depth exploration of these topics, see McKinsey’s Cloud Insights  collection. Learn more about Cloud by McKinsey —and check out cloud-related job opportunities if you’re interested in working at McKinsey.

Articles referenced:

  • “ Ending the confusion in cloud transformations: The dashboards and metrics everyone needs ,” May 24, 2024, Chhavi Arora , Emily Wu, Hamilton Williams, and Isabelle Tamburro
  • “ The state of cloud computing in Europe: Increasing adoption, low returns, huge potential ,” April 2, 2024, Bernardo Betley, Hana Dib, Bjørnar Jensen, and Bernhard Mühlreiter
  • “ The Middle East public cloud: A multibillion-dollar prize waiting to be captured ,” January 30, 2024, Chhavi Arora , Sven Blumberg , Justin De Niese, Hana Dib, Tom Isherwood , and Christian Stüer
  • “ Lessons from a successful cloud journey: Empathy, community, and a smart approach to value ,” January 26, 2024, Sakshi Jain, Naufal Khan , Wasim Lala, and Abdallah Saleme
  • “ Getting ahead in the cloud ,” November 30, 2023, Mark Gu and James Kaplan
  • “ In search of cloud value: Can generative AI transform cloud ROI? ,” November 15, 2023, Chhavi Arora , Will Forrest , Mark Gu, and James Kaplan
  • “ Projecting the global value of cloud: $3 trillion is up for grabs for companies that go beyond adoption ,” November 28, 2022, Raghav Bashambhu, Will Forrest , Mark Gu, James Kaplan , Rob Kruszeski, Venkatesh L, Jeonghoon Lee, and Kaavini Takkar
  • “ Six practical actions for building the cloud talent you need ,” January 19, 2022, Brant Carson ,  Dorian Gärtner , Keerthi Iyengar,  Anand Swaminathan , and Wayne Vest
  • “ Cloud-migration opportunity: Business value grows, but missteps abound ,” October 12, 2021, Tara Balakrishnan, Chandra Gnanasambandam ,  Leandro Santos , and  Bhargs Srivathsan
  • “ Cloud’s trillion-dollar prize is up for grabs ,” February 26, 2021, Will Forrest , Mark Gu,  James Kaplan , Michael Liebow, Raghav Sharma,  Kate Smaje , and Steve Van Kuiken
  • “ Unlocking value: Four lessons in cloud sourcing and consumption ,” November 2, 2020, Abhi Bhatnagar ,  Will Forrest ,  Naufal Khan , and Abdallah Saleme
  • “ Three actions CEOs can take to get value from cloud computing ,” July 21, 2020, Chhavi Arora ,  Tanguy Catlin ,  Will Forrest ,  James Kaplan , and Lars Vinter

This article was updated in July 2024; it was originally published in August 2022.

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Introduction to Cloud Computing

Dec 19, 2019

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Introduction to Cloud Computing. Dr. Xubin He Computer and Information Sciences Temple University. Courtesy: Some slides are adopted and modified from C. Borcea and M. Baker. Cloud computing at a glance.

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Introduction to Cloud Computing Dr. Xubin He Computer and Information Sciences Temple University Courtesy: Some slides are adopted and modified from C. Borcea and M. Baker.

Cloud computing at a glance • Utility computing: our data and applications are hosted somewhere in the Internet (“in the cloud”) • Most services we access over the Internet are in the cloud (e.g., Google, Amazon, etc) Cloud infrastructure = Data centers with 100,000’s servers

Cloud computing revenue

Outline • Cloud computing basics • Amazon Web Services (AWS) • An example to create an AWS EC2 instance

How it all started • Very large data centers with low utilization on average • How about renting computers when load is low?

What is cloud computing? • Cloud computing means storing and accessing data and programs over the Internet instead of your computer's hard drive. – PC Mag • Cloud computing is the delivery of computing services—servers, storage, databases, networking, software, analytics, and more—over the Internet (“the cloud”). – Microsoft • Cloud computing is the on-demand delivery of compute power, database storage, applications, and other IT resources through a cloud services platform via the internet with pay-as-you-go pricing. –Amazon • A video on Youtube A history of cloud computing, Computer Weekly

Types of servicesX as a Service • Infrastructure-as-a-Service (IaaS) • Virtual servers with unique IP addresses and blocks of storage on demand (e.g., Amazon EC2) • Platform-as-a-Service (PaaS) • Set of software and development tools (API) hosted on the provider's servers (e.g., Windows Azure, Google AppEngine) • Software-as-a-Service (SaaS) • The provider allows the customer only to use its applications

Cloud Service Models Software as a Service (SaaS) Platform as a Service (PaaS) Infrastructure as a Service (IaaS) SalesForce CRM LotusLive Adopted from: Effectively and Securely Using the Cloud Computing Paradigm by peter Mell, Tim Grance

Top cloud players

Provider’s benefits • Renting an IT infrastructure to many users • Sharing of resources • Reduction of costs through scale • Centralized monitoring and maintenance • Control over software evolution • Control over service level agreements

Consumer’s benefits • Reduced capital expenditure for hardware, software, services • Reduced operational expenses - Pay as you go (dynamic provisioning) • Simple to achieve scalability and flexibility • More predictable costs

Virtualization • Virtual workspaces: • An abstraction of an execution environment that can be made dynamically available to authorized clients by using well-defined protocols, • Resource quota (e.g. CPU, memory share), • Software configuration (e.g. O/S, provided services). • Implement on Virtual Machines (VMs): • Abstraction of a physical host machine, • Hypervisor intercepts and emulates instructions from VMs, and allows management of VMs, • VMWare, Xen, KVM, etc. • Provide infrastructure API: • Plug-ins to hardware/support structures App App App OS OS OS Hypervisor Hardware Virtualized Stack

VM VM VM Virtual Machines • VM technology allows multiple virtual machines to run on a single physical machine. App App App App App Xen Guest OS (Linux) Guest OS (NetBSD) Guest OS (Windows) VMWare UML Virtual Machine Monitor (VMM) / Hypervisor Denali Hardware etc. Performance: Para-virtualization (e.g. Xen) is very close to raw physical performance!

Cloud: Efficiency Versus Control Amazon AWS Google Compute Engine OpenStack Windows Azure Google AppEngine Efficiency Control+Cost

Outline • Cloud computing basics • Amazon Web Services (AWS) • An example to create an EC2 instance

The AWS Cloud For Enterprises Your Application Tools to access services Libraries and SDKs .NET/Java etc. Web Interface Management Console Tools AWS Toolkit Eclipse, VS Command Line Interface Cross Service features Auth, Authorization, FederationAWS IAM, MFA Monitoring Amazon CloudWatch Deployment and Automation AWS Elastic BeanstalkAWS CloudFormation High-level building blocks Parallel Processing Amazon Elastic MapReduce Transfer Import Export VM Import Storage Gateway Content Delivery Amazon CloudFront Messaging Amazon SNS Amazon SQS Amazon SES Search Amazon CloudSearch Low-level building blocks Compute Amazon EC2 Auto Scaling Storage Amazon S3 Amazon EBS Network Amazon VPC ELB, DirectConnect Amazon Route 53 Database Amazon RDS Amazon DynamoDB Amazon ElastiCache Amazon Global Physical Infrastructure (Geographical Regions, Availability Zones, Edge Locations) Note: This slide is adopted from J. Varia@Amazon

Amazon Web Services (AWS)

AWS service: Compute and monitoring • Compute • Elastic Compute Cloud (EC2): launch on-demand virtual machines (instances) • Elastic MapReduce: automatically starts Hadoop implementation of MapReduce for parallel applications • Amazon handles cluster management • Auto Scaling: seamlessly increase/decrease number of EC2 instances function of load • Done based on metrics reported by CloudWatch • Monitoring • CloudWatch: monitor cloud resources such as CPU cycles, disk access, network traffic

EC2 instances • Instances: Virtual machines that run in the EC2 environment • Each instance is like a “physical” machine that has its own CPU, memory, network interface, and disk space (volatile – data is lost when the instance is terminated) • Xen used for virtualization • AMI (Amazon Machine Image): Encrypted file that captures a complete snapshot of an EC2 instance at a point in time, including its software, configuration, and data • Images are stored in S3 and serve as boot disks for instances • Linux/Solaris and Windows images publicly available • Users can create AMI from scratch: start from any public AMI, install & customize the software needed, and then store it as private AMI to use later on

AWS Service: Storage • Simple Storage Service (S3): provide persistent storage • Independent of EC2 instances • EC2 instances need to “download” data from S3 in order to access it (cannot issue read/write to S3) • Amazon Glacier: low-cost storage service that provides secure and durable storage for data archiving and backup • Advantage over S3: offload the administrative burdens of operating and scaling storage + cost • Disadvantage: slower than S3 • Storage Gateway: securely store data to the AWS cloud for scalable and cost-effective storage • All data is securely transferred to AWS over SSL and stored encrypted in Amazon S3 using AES 256-bit encryption • Elastic Block Store (EBS): provide block level storage volumes (virtual disk, i.e., disk-like) to EC2 instances • Persistent even after instances are terminated • Instances have to mount EBSs (EFS)

Online photo processing service • Users submit Photos and specify operations they want over their photos: • Red eye detection, Cropping, Re-coloring, etc • Requests are put on Request Queue and photos are saved in S3 storage area • Photo Processing Server gets the request, retrieves photos from S3 storage, performs processing, and sends result using Response Queue

Case study • The New York Times used AWS to create PDF files of its whole archive • 100 Amazon EC2 instances running Hadoop application • Processed 4TB of raw TIFF image data (stored in S3) into 11 million finished PDFs • Running time: 24 hours • Cost: $240 (not including bandwidth) New York Times report

Terminology • Instance: One running virtual machine. • Instance Type: hardware configuration: cores, memory, disk etc. • Amazon Machine Image (AMI): Description of an instance. It provides the information required to launch an instance. • Key Pair: Credentials used to access VM from command line. • Region: Geographic location, price, laws, network locality. • EBS: Elastic Block Store: provides persistent block level storage volumes for use with Amazon EC2 instances in the AWS Cloud.

Getting Started with Amazon EC2 • Step 1: Sign up for Amazon EC2 • Step 2: Create a key pair • Step 3: Launch an Amazon EC2 instance • Step 4: Connect to the instance • Step 5: Customize the instance • Step 6: Terminate instance and delete the volume created

AWS access • Create Amazon account • http://aws.amazon.com • Apply as a student for free credits • http://aws.amazon.com/education/awseducate

Instance types • Some typical instance types: • General purpose: T2, M4, M3 • Compute optimized: C4, C3 • Memory optimized: X1, R4, R3 • Accelerated computing instances: P2, G2, F1 • Storage optimized: I2, D2 https://aws.amazon.com/ec2/instance-types/

More resources • Online documentation • Amazon Web Services • Google AppEngine • Microsoft Azure • Public cloud war: AWS vs Azure vs Google • Cloud computing tutorial for beginners: • https://www.youtube.com/watch?v=LICA-ILkO4w • Google data center video: https://www.youtube.com/watch?v=XZmGGAbHqa0

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Cloud Computing Applications: Top Uses of the Cloud

  • Written by Contributing Writer
  • Updated on September 11, 2024

Cloud Computing Applications

Today, the cloud is much more than just a technological upgrade. It’s one of the most potent forces of change in the digital era.

Consider the recent pandemic, when cloud computing applications like Zoom, Google Classroom, Microsoft Teams, and Slack became lifesavers. They were the only hope for people to connect for work, education, and healthcare needs. Quite fittingly, Gartner has declared cloud computing “a Key Driver of Tech Innovation.”

Given the importance of cloud computing applications, you’ll want to know more about them as an aspiring cloud professional. This article will give you a basic understanding of cloud applications, their use in various fields, and some of their best examples.

We’ll also recommend an industry-recognized cloud computing program for those who want to strengthen their foundational knowledge of cloud computing and cloud-based applications beyond this article. So, be sure to read until the end.

What is Cloud Computing?

Cloud computing refers to using services like data storage, servers, databases, networking, and software over the Internet instead of relying on local storage devices or hard drives. With cloud computing, you can store and access your data from anywhere with an Internet connection.

Cloud services are managed by providers who maintain the physical servers that store the data. These services are typically available on-demand and do not require direct user management. They often operate on a pay-as-you-go or subscription-based model, offering flexibility in cost and usage.

Cloud services are generally categorized into three main types:

  • Infrastructure-as-a-Service (IaaS) offers virtualized computing resources over the Internet, like renting virtual servers and storage.
  • Platform-as-a-Service (PaaS) provides hardware and software tools over the Internet, often for developing and deploying applications.
  • Software-as-a-service (SaaS) delivers software applications over the Internet on a subscription basis, such as Google Workspace or Microsoft Office 365.

Also Read: Top Cloud Monitoring and Management Tools of 2024

The Importance of Cloud Computing

In today’s fast-evolving digital landscape, cloud computing applications have become essential for modern businesses. More than 90% of global companies use cloud computing in some form or another. And why not? Adopting the cloud brings several advantages to businesses.

  • Flexibility: Cloud computing allows users to access data and applications from any location with an internet connection. This facilitates remote work and enhances collaboration, allowing teams to operate efficiently regardless of their physical location.
  • Cost-Efficiency: Utilizing cloud services eliminates the need for substantial investments in physical hardware. Businesses benefit from a pay-as-you-go or subscription-based model, which reduces capital expenditure and aligns costs with actual usage.
  • Scalability: Cloud computing supports dynamic scaling of resources, enabling businesses to adjust their capacity in response to changing demands. This scalability accommodates growth and fluctuating needs without requiring significant infrastructure changes.
  • Simplified IT Management: By leveraging cloud services, organizations can minimize the complexity of managing and maintaining on-premises IT infrastructure. This allows IT departments to redirect their focus from routine maintenance to strategic initiatives.
  • Enhanced Security: Leading cloud providers offer robust security features, including data encryption, access controls, and regular backups. These measures protect sensitive information and mitigate risks associated with data breaches and loss.
  • Increased Productivity: Cloud computing streamlines operations by providing on-demand access to necessary resources. This resource optimization enhances operational efficiency and accelerates business processes.

Also Read: What is Google Cloud Platform? Definition, Components, Pros, and Cons

Top Cloud Computing Applications

Here are some of the most significant ways in which cloud computing applications are transforming industries and driving innovation all across the globe:

Collaboration

Cloud computing is the backbone of remote collaboration and is fast shaping the future of work. Cloud-based collaboration tools are now essential for remote and distributed teams.

With Gmail, Google Docs, and Google Meet, Google Workspace is one of the top applications for creating, editing, and sharing documents. Microsoft 365, with Word, Excel, and Teams, offers similar tools for effective project management and coordination. The cloud email and collaboration market is expected to reach $93 billion by 2025, highlighting these solutions’ importance in supporting remote work and global teamwork.

File Storage

Cloud storage has transformed data management for individuals and businesses alike. Services like Dropbox and Google Drive have nearly replaced physical storage devices by offering scalable options accessible from any internet-connected device. Dropbox allows users to store, share, and sync files across various apps and devices. Google Drive, part of Google Workspace, integrates collaboration tools and syncing files across devices, boosting productivity.

These cloud storage solutions also provide enhanced security features, ensuring that data remains protected and accessible even during hardware failures or cyber threats.

Data Backup and Recovery

Data backup and recovery are vital components of data management, and cloud computing provides robust solutions to meet these needs.

A 2023 study by Veeam revealed that 93 percent of ransomware attacks targeted backup repositories . Of the organizations surveyed, 80 percent paid the ransom to retrieve their data. Still, 21 percent that paid the ransom didn’t get their data back. This is where services like Backblaze and AWS Backup come in.

They offer strong protection against data loss due to hardware failure, cyberattacks, or accidental deletion. Backblaze provides unlimited backup for personal computers, making file recovery simple and efficient. AWS Backup, in contrast, offers a centralized system for backing up various AWS services, ensuring regular data protection and swift recovery.

Data Analysis

Cloud computing has enhanced data analysis by providing powerful tools for managing and analyzing large datasets. Platforms such as AWS Redshift and Google BigQuery offer scalable solutions for running complex queries and processing vast amounts of data.

AWS Redshift is a managed data warehouse service that efficiently handles large volumes of data. Google BigQuery, known for its speed and scalability, allows users to analyze petabytes of data within seconds. These advancements in cloud-based data analysis improve data processing speeds and enable businesses to make more informed decisions with real-time insights.

Also Read: What is a Cloud Service Level Agreement? A Beginner’s Guide

Cloud computing has significantly transformed the e-commerce industry with flexible and scalable solutions for managing online stores. Platforms such as Shopify and Magento Cloud offer a range of tools for building, managing, and expanding e-commerce businesses.

Shopify, for instance, simplifies operations with features for inventory management, payment processing, and customer engagement, making it ideal for small to medium-sized enterprises.

Cloud computing has revolutionized education by offering tools that enhance and support remote learning. Services like Google Classroom provide essential resources for students and educators. It helps teachers manage assignments, communicate with students, and provide feedback, making the educational process smoother.

The global e-learning market, valued at $316 billion in 2023 , is projected to grow at a CAGR of 8.6 percent through 2032. This rapid growth shows the increasing reliance on cloud-based educational tools. With cloud computing, academic institutions can offer high-quality learning experiences and support remote education, making learning more accessible and flexible worldwide.

Testing and Development

Cloud computing speeds up software development by offering scalable environments for testing and development. Platforms like AWS Cloud9 and Microsoft Azure DevOps streamline this process, making building, testing, and deploying applications easier.

AWS Cloud9 is a cloud-based IDE that lets developers write, run, and debug code from anywhere. Microsoft Azure DevOps provides a comprehensive suite of tools for managing the entire development lifecycle, from planning and coding to testing and deployment.

In 2024, AWS and Microsoft Azure are the top cloud platforms, with around 76 percent of developers using them. This indicates strong growth potential for these platforms and a rise in global adoption of enterprise cloud services in 2025.

E-Governance

Cloud computing is vital for e-governance, allowing governments to provide online services and manage public data more efficiently. The U.S. federal government has dedicated around $74 billion to its 2024 IT budget for civilian agencies, highlighting its commitment to cloud computing.

Platforms like Microsoft Azure Government and AWS for Government are critical in this effort. Microsoft Azure Government offers a secure environment for managing sensitive data and delivering public services. AWS for Government provides tools and services for disaster recovery and data analysis, supporting various public sector needs. These investments are expected to enhance transparency, efficiency, and accessibility in government operations.

Also Read: What is Cloud Storage? Definition, Types, Use Cases, and Benefits

Boost Your Career with Online Cloud Computing Training

Cloud computing applications have become integral to modern business and government operations, transforming various sectors through innovation. Cloud technologies offer unparalleled flexibility and efficiency, from enhancing collaboration and streamlining data management to advancing e-commerce and supporting education.

With substantial investments in cloud solutions and their growing adoption across industries, the trend towards leveraging cloud computing is set to continue. As organizations increasingly embrace these technologies, they can expect improved operational effectiveness and more accessible services, shaping a more connected and efficient future.

As the demand for cloud skills grows, professionals with expertise in cloud computing are increasingly sought after. For those aspiring to build a career in this field, enrolling in an industry-recognized online cloud computing program can provide the knowledge and skills needed to excel. Plus, you get practical training and the opportunity to build a solid portfolio through real-world and Capstone projects. Upon completion, you’ll receive a certificate that will add tremendous value to your resume and help you stand out from your peers.

You might also like to read:

What is AWS Lambda, and How Can You Write Functions and Code With it?

Virtualization in Cloud Computing: Everything You Need to Know

Cloud Computing Tutorial: Virtualization, Hypervisors, and VMware Workstation

Understanding Cloud Access Security Brokers: Safeguarding the Cloud Frontier

What is Cloud Architecture?

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