Like companies all around the world, US fast-food chain Taco Bell responded to the pandemics commercial impact by accelerating its shift to the cloud. As customers traditional patterns of restaurant and drive-through consumption changed rapidly and permanently to include kiosk, mobile and web ordering, often through third-party delivery services, Taco Bell moved the remainder of its group IT to cloudservices.
But this 100% cloud-based approach stops at the restaurant door. Given that many of its 7,000 outlets dont have fast and/or reliable internet connections, the company has recognised the limitations of the public cloud model and augmented its approach with edge computing. This set-up enables the company to process data near the physical point at which it is created, with only a periodic requirement to feed the most valuable material back to the cloud and receive updates fromit.
Taco Bell is just one of thousands of firms seeking to exploit the fast-evolving and much-hyped distributed IT capability that edge computing can offer.
Edge computing is getting so much attention now because organisations have accepted that there are things that cloud does poorly, observes Bob Gill, vice-president of research at Gartner and the founder of the consultancys edge research community.
Issues of latency (time-lag) and limited bandwidth when moving data are key potential weaknesses of the centralised cloud model. These drive a clear distinction between the use cases for cloud and edge computing. But the edge is also a focus for many organisations because they want to add intelligence to much of the equipment that sits within their operations and to apply AI-powered automation at those endpoints.
Early adopters include manufacturers implementing edge computing in their plants as part of their Industry 4.0 plans; logistics groups seeking to give some autonomy to dispersed assets; healthcare providers with medical equipment scattered across hospitals; and energy companies operating widely dispersed generation facilities.
For such applications to be viable and efficient, their data must be processed as close to the point of origin or consumption as possible, says George Elissaios, director of product management at Amazon Web Services. With edge computing, these applications can have lower latency, faster response times and give end customers a better experience.Edge computing can also aid interconnectivity by reducing the amount of data that needs to be backhauled to datacentres.
In some ways, the emergence of edge computing represents a new topology for IT. So says Paul Savill, global practice leader for networking and edge computing at Kyndryl, the provider of managed infrastructure services that was recently spun out ofIBM.
Companies are looking at the edge as a third landing spot for their data and applications. Its a new tier between the public cloud and the intelligence at an end device a robot, say, heexplains.
But most organisations dont expect their edge and cloud implementations to exist as distinct entities. Rather, they want to find ways to blend the scalability and flexibility they have achieved with the cloud with the responsiveness and autonomy of internet-of-things (IoT) and satellite processors installed at theedge.
Gill believes that cloud and edge are pure yin and yang. Each does things the other doesnt do well. When put together effectively, they are highly symbiotic.
They will need to be, as more and more intelligence is moved to the edge. More than 75 billion smart digital devices will be deployed worldwide by 2025, according to projections by research group IHS Markit. And it is neither desirable nor realistic for these to be interacting continuously with thecloud.
Cloud and edge are pure yin and yang When put together effectively, theyre highly symbiotic
When you start to add in multiple devices, you see a vast increase in the volume, velocity and variety of the data they generate, says Greg Hanson, vice-president of data management company Informatica in EMEA and Latin America. You simply cant keep moving all of that data into a central point without incurring a significant cost and becoming reliant on network bandwidth and infrastructure.
In such situations, edge IT performs a vital data-thinning function. Satellite processors sitting close to the end points filter out the most valuable material, collate it and dispatch it to the cloud periodically for heavyweight analysis, the training of machine-learning algorithms and longer-term storage. Processors at the edge can also apply data security and privacy rules locally to ensure regulatory compliance.
Gill notes that edge computing has shifted quickly from concept and hype to successful implementations. In many vertical industries, it is generating revenue, saving money, improving safety, enhancing the customer experience and enabling entirely new applications and datamodels.
Before achieving such gains, many edge pioneers are likely to have surmounted numerous significant challenges. Given that the technology is immature, there are few widely accepted standards that businesses can apply to it. This means that theyre often faced with an overwhelmingly wide range of designs for tech ranging from sensors and operating systems to software stacks and data management methods.
Such complexity is reflected in a widespread shortage of specialist expertise. As Savill notes: Many companies dont have all the skills they need to roll out edge computing. Theyre short of people with real competence in the orchestration of these distributed application architectures.
The goal may be to blend cloud and edge seamlessly into a unified model, but the starting points can be very different. There are two fundamentally different though not totally contradictory schools of thought, according to Gill. The cloud out perspective, favoured by big cloud service providers such as Amazon, Microsoft and Google, views the edge as an extension of the cloud model that extends the capabilities of theirproducts.
The other approach is known as edge in. In this case, organisations develop edge-native applications that occasionally reach up to the cloud to, say, pass data on to train a machine-learning algorithm.
Adherents of either approach are seeing significant returns on their investments when they get itright.
We may be in the early phase of exploiting that combination of IoT, edge and cloud, but the capabilities enabling these distributed architectures the software control and orchestration tools and the integration capabilities have already reached the point where theyre highly effective, Savill reports. Some companies that are figuring this out are seeing operational savings of 30% to 40% compared with more traditional configurations.
In doing so, they are also heralding a large-scale resurgence of the edifice that cloud helped to tear down: on-premises IT albeit in a different form.
In the next 10 to 20 years, the on-premises profile for most companies will not be servers, Elissaios predicts. It will be connected devices and billions ofthem.
Follow this link:
How to combine the power of cloud and edge computing - Raconteur
- ISSCC 2024: Inside AMD's Zen 4cThe Area-Optimized Cloud Computing Core - News - All About Circuits - February 26th, 2024 [February 26th, 2024]
- Huawei Cloud: Infrastructure of Choice for AI with 10 Systematic Innovations Unveiled in MWC Barcelona 2024 - Morningstar - February 26th, 2024 [February 26th, 2024]
- Cybersecurity fears drive a return to on-premise infrastructure from cloud computing - Help Net Security - February 26th, 2024 [February 26th, 2024]
- Cybersecurity fears drive a return to on-premise infrastructure from cloud computing - HealthLeaders Media - February 26th, 2024 [February 26th, 2024]
- Huawei Cloud: Infrastructure of Choice for AI with 10 Systematic Innovations Unveiled in MWC Barcelona 2024 - PR Newswire - February 26th, 2024 [February 26th, 2024]
- South Korea Boosts Cloud Computing with $91.5 Million Investment to Propel AI and SaaS Innovation - BNN Breaking - February 26th, 2024 [February 26th, 2024]
- Science ministry to invest 121.9 bln won in cloud computing industry - Yonhap News Agency - February 26th, 2024 [February 26th, 2024]
- Why Microsoft is spending billions on AI and cloud computing in Europe - ITPro - February 26th, 2024 [February 26th, 2024]
- Universities Migrate Research Computing to the Cloud - EdTech Magazine: Focus on K-12 - February 26th, 2024 [February 26th, 2024]
- Top Cloud Computing Skills You Need to Know in 2024 - Simplilearn - February 26th, 2024 [February 26th, 2024]
- Best Cloud Tools of 2024: Unleash Maximum Productivity - Simplilearn - February 26th, 2024 [February 26th, 2024]
- Real-time Analytics News for the Week Ending February 24 - RTInsights - February 26th, 2024 [February 26th, 2024]
- Synadia Raises $25 Million Series B Funding to Meet Massive Demand for Multi-cloud and Edge Computing Driven by AI - PR Newswire - February 26th, 2024 [February 26th, 2024]
- CEO Outlook 2024: 20 Solution Providers On The Cloud Moment - CRN - February 26th, 2024 [February 26th, 2024]
- DigitalOcean beats expectations under the helm of new CEO Paddy Srinivasan - SiliconANGLE News - February 26th, 2024 [February 26th, 2024]
- Securing Kubernetes in a Cloud Native World - The New Stack - February 26th, 2024 [February 26th, 2024]
- How to Build a Chat Interface using Gradio & Vultr Cloud GPU SitePoint - SitePoint - February 26th, 2024 [February 26th, 2024]
- Microsoft to invest $2.1bn in cloud and AI infrastructure in Spain - DatacenterDynamics - February 26th, 2024 [February 26th, 2024]
- Stannah looks to enterprise cloud software to lift IT systems - ComputerWeekly.com - February 26th, 2024 [February 26th, 2024]
- AI vendor finds opportunity amid AI computing problem - TechTarget - February 26th, 2024 [February 26th, 2024]
- Nvidia Worth More Than Alphabet, Amazon - 24/7 Wall St. - February 26th, 2024 [February 26th, 2024]
- VIB spearheads banking innovation with deployment of Temenos Banking Platform on AWS cloud - VnExpress International - February 26th, 2024 [February 26th, 2024]
- Why These 7 Cloud Computing Stocks Should be on Your Radar in 2024 - InvestorPlace - December 25th, 2023 [December 25th, 2023]
- IBM to Buy Software AG's Cloud Computing and AI Assets for $2.3BN - Investopedia - December 25th, 2023 [December 25th, 2023]
- Pass the AWS Certified Cloud Practitioner Certification in One Week - Medium - December 25th, 2023 [December 25th, 2023]
- 3 Cloud Computing Stocks You'll Regret Not Buying Soon: December Edition - InvestorPlace - December 25th, 2023 [December 25th, 2023]
- Cloud Computing Market Predicted to Hit US$1,266.4 Billion by 2028 - TechiExpert.com - December 25th, 2023 [December 25th, 2023]
- AWS chief Adam Selipsky talks generative AI, Amazon's investment in Anthropic and cloud cost-cutting - Omaha World-Herald - December 25th, 2023 [December 25th, 2023]
- Mangata Networks and Microsoft Partner on AI-enabled Edge Cloud Connectivity - AiThority - December 25th, 2023 [December 25th, 2023]
- Democratization of Cloud vs AI: A Case Study - Medium - December 25th, 2023 [December 25th, 2023]
- 5 Drivers Behind the Growth of the GPU Cloud Computing Market - Visual Capitalist - December 25th, 2023 [December 25th, 2023]
- Report: AWS to reorganize sales teams amid slowing cloud revenue growth - SiliconANGLE News - December 25th, 2023 [December 25th, 2023]
- Don't underestimate vulnerabilities in the cloud. Adopt hybrid to stay protected - Best Enterprise Data Storage Software ... - Solutions Review - December 25th, 2023 [December 25th, 2023]
- Innovations, disruptions, transformations expected in 2024 Intelligent CIO Middle East - Intelligent CIO - December 25th, 2023 [December 25th, 2023]
- IBM makes $2B+ deal to add more AI, cloud computing solutions - WRAL TechWire - December 25th, 2023 [December 25th, 2023]
- How to Select the Right Industry Cloud for Your Business - How to Select the Right Industry Cloud for Your Business - InformationWeek - December 25th, 2023 [December 25th, 2023]
- Cloud Computing Market Set to Reach US$1,266.4 Billion by 2028 - Analytics Insight - December 25th, 2023 [December 25th, 2023]
- Cisco to Acquire Isovalent to Secure Cloud-Native Networking - Channel E2E - December 25th, 2023 [December 25th, 2023]
- Cloud-native applications: Unlocking the potential of scalability and agility - ETCIO - December 25th, 2023 [December 25th, 2023]
- Year-in-Review: 2023 Was a Turning Point for Microservices - The New Stack - December 25th, 2023 [December 25th, 2023]
- If AI is the future, radiology needs to look to the cloud - Health Imaging - December 25th, 2023 [December 25th, 2023]
- AI and Cloud: The Proving Ground for Regulatory Resilience in 2024 - Finextra - December 25th, 2023 [December 25th, 2023]
- Cognata Redefines Sensor Suite Selection Processes Through Digital Twin-based Sensor Simulation and Cloud ... - PR Newswire - December 25th, 2023 [December 25th, 2023]
- Microsoft and Amazon the focus of cloud computing probe - Proactive Investors USA - October 5th, 2023 [October 5th, 2023]
- Cloud cover benefits of being on the cloud - The Actuary - October 5th, 2023 [October 5th, 2023]
- AI, Cloud Computing among 36 FREE Online Courses Now ... - Philippine Information Agency - October 5th, 2023 [October 5th, 2023]
- Amazon Web Services isn't trying to win the A.I. race. It wants to own the road. - Slate - July 31st, 2023 [July 31st, 2023]
- The Machines Behind the FinOps Curtain: Operationalizing Your Strategy with AI - ITPro Today - July 31st, 2023 [July 31st, 2023]
- Strengthening security in a multi-SaaS cloud environment - TechCrunch - July 31st, 2023 [July 31st, 2023]
- Oracle Introduces First Cloud Native Secure Cloud Computing ... - PR Newswire - July 31st, 2023 [July 31st, 2023]
- The Power of Cloud Computing: How it's Transforming Database ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- From Headquarters to the Edge: The Future of Cloud in the Defense ... - MeriTalk - July 31st, 2023 [July 31st, 2023]
- 6 Cloud Computing Companies Navigating the Digital Storm in 2023 - GovCon Wire - July 31st, 2023 [July 31st, 2023]
- Government Cloud Computing Market Size, Status and Business ... - University City Review - July 31st, 2023 [July 31st, 2023]
- Cloud Computing in Education Market Forecast, 2023-2029: The ... - University City Review - July 31st, 2023 [July 31st, 2023]
- Global Cloud Computing IaaS In Life Science Market Size and ... - University City Review - July 31st, 2023 [July 31st, 2023]
- What is the Relationship Between IoT and Cloud Computing? - Analytics Insight - July 31st, 2023 [July 31st, 2023]
- How Data Center Interconnect Platforms are Shaping the Future of ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- Revolutionizing IoT: How 5G and Cloud Computing are ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- The Future of Cloud Computing: Database as a Service (DBaaS) in ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- Overcoming Data Privacy Challenges in the European Cloud ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- The Future of Telemedicine in India: How Cloud Computing is ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- Multi-Cloud and Hybrid Cloud: What is the Difference? - Analytics Insight - July 31st, 2023 [July 31st, 2023]
- A New Era of Data Management: The Growing Importance of Global ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- From niche to necessity: GFT's vision for cloud computing ... - Business Leader - July 31st, 2023 [July 31st, 2023]
- ERP, Cloud Computing And Digital Transformation - CIOReview - July 31st, 2023 [July 31st, 2023]
- UMD Smith Offers New January Start Date for MS in Information ... - Newswise - July 31st, 2023 [July 31st, 2023]
- The Impact of Global White-box Server Adoption on Cloud ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- Global Application Transformation: Unlocking the Potential of Cloud ... - Fagen wasanni - July 31st, 2023 [July 31st, 2023]
- BFSI Sector and Asia-Pacific Spearhead the Rapid Growth of Cloud ... - GlobeNewswire - July 31st, 2023 [July 31st, 2023]
- Amazon is investing another $7.8B in Ohio-based cloud computing operations, state leaders say - The Associated Press - June 28th, 2023 [June 28th, 2023]
- Google Cloud Platform: Everything you need to know about Google's suite of cloud computing services - Android Police - June 28th, 2023 [June 28th, 2023]
- Amazon is investing another $7.8B in Ohio-based cloud computing ... - Wilmington News Journal, OH - June 28th, 2023 [June 28th, 2023]
- 11 Key Executives in the Cloud Computing Industry in 2023 - Executive Gov - June 28th, 2023 [June 28th, 2023]
- 10 Multi-Cloud Myths Debunked: Exposing the Facts - TechFunnel - June 28th, 2023 [June 28th, 2023]
- How MTN and Microsoft will transform business operations with ... - TheCable - June 28th, 2023 [June 28th, 2023]
- The Power of Cloud Computing: Revolutionizing Business and IT ... - Tech Critter - June 28th, 2023 [June 28th, 2023]
- FTC Collecting Comments On Cloud Computing, CCIA Offers Input ... - Computer and Communications Industry Association - June 28th, 2023 [June 28th, 2023]
- How AI and Cloud Computing Are Revolutionizing the Insurance ... - Techopedia - June 28th, 2023 [June 28th, 2023]
- HPE Discover final analysis: Navigating the cloud computing ... - SiliconANGLE News - June 28th, 2023 [June 28th, 2023]