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Tracking waste in the cloud: Aussie startup’s innovative data … – Microsoft

After 20 years in Australias waste management industry, Chad Holland had become frustrated with the rudimentary methods that the industry was using to measure and report on waste produced in buildings.

Companies were generally assuming the weights of the bins they were picking up, and a lot of guesswork comes into that, he says.

But with organisations increasingly turning their attention to sustainability and reducing their carbon footprints, Holland noticed commercial building owners wanted more accuracy and granularity in their waste reporting data. Then in 2018, the National Australian Built Environment Rating System (NABERS) introduced a new Waste Rating methodology for commercial office buildings that included a data quality assessment.

Holland and his business partner, Robert Gurr, identified an opportunity to make waste reporting easier and more transparent for organisations. In late 2020, Bintracker was born from their startup business, Gurru.

Bintracker is a revolutionary software solution that uses scanning technology to track and report on waste streams within buildings. Unique QR codes are placed on bins or bags for cleaners to scan using Bintrackers mobile app. This identifies and records the waste stream, as well as the source or tenant. Scanned bins and bags are weighed using integrated digital scales before being emptied, and the data is captured and sent to the app in real time. Reports are then created to show a sites waste and recycling habits by day, source and composition.

So, if you produced a total of 20 tonnes per month, you can see how much of it was waste, how much of it was organics recycling and how much of it was cardboard recycling and whether youre getting the best benefit out of your waste compactor versus your bins, explains Holland.

Bintracker also offers a Supplier Waste Reporting feature that enables organisations to validate, report on and optimise data from their waste removal service providers in a consistent, comparable format.

For instance, well have a client that may have 20 office buildings and well have a system installed for those, but then they might also have another 20 shopping centres, which can be a bit problematic you cant really put onsite systems there, says Holland.

So, we get raw data from their waste suppliers and check that its accurate in terms of weights, pricing, everything. We normalise it and put it in the platform for clients to compare. This means they can work out whether they are paying the right price for their waste collection and disposal, which buildings are performing better than others, and what learnings they can apply to other buildings.

Gurr adds that understanding the accurate weight of each bin empowers customers to negotiate with waste suppliers, while also enabling those with lighter bins to generate savings.

By providing detailed and reliable data on the source, volume and composition of waste, Bintracker helps organisations achieve their compliance goals and simplifies the NABERS waste accreditation process. Holland says it can also support efforts to become more environmentally friendly.

Were trying to highlight the composition of whats driving their waste and recycling right now, and what emissions go along with that, which tenants or sources are the biggest drivers of that versus the smallest, and what these trends look like over time, he says.

By tracking this data in detail, right down to the tenant or area of a building, we can then work with building managers to improve behaviours through tenant engagement, which can reduce contamination and improve recycling rates.

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Kyndryl Unveils Data and AI Console to Unify and Simplify Data … – iTWire

Data-driven solution expands and increases observability and insights

Enhanced data governance helps identify irregularities and threats

COMPANY NEWS: Kyndryl, the worlds largest IT infrastructure services provider, today announced availability of the Kyndryl Data and AI Console, a new solution that integrates data operations and provides customers a better way to facilitate seamless data flows and reliable data delivery to enable faster, more informed business decisions.

Built with a unified service plane, the Kyndryl Data and AI Console provides organisations a dashboard that offers a unified view into their data lifecycle and data estate, increasing the health of their data pipeline and data observability. With these features, organisations can now monitor and manage their data from the point of creation to the time of consumption and gain support in proactively mitigating data risks and improving data governance by predicting irregularities and data incidents. The console also allows organisations to have data catalogs, automated tagging and the ability to trace data lineage, providing the entire enterprise with access to high quality data, while also improving reliability and trust.

Organisations want to use data insights in their decision making more, and the Kyndryl Data and AI Console helps make that desire a reality, says Nicolas Sekkaki, Applications, Data and AI global practice leader for Kyndryl. The Kyndryl Data and AI Console enables them to run more efficiently by allowing a unified view of their data and its lineage and lifecycle through one solution.

As customers strive to become more data-driven, built with an open architecture, the Kyndryl Data and AI Console can integrate within their existing technology environment, leveraging existing investments, while continuing to support modernization.

For more information about the Kyndryl Data and AI Console, visit http://www.kyndryl.com/us/en/services/data.

About KyndrylKyndryl (NYSE: KD) is the worlds largest IT infrastructure services provider, serving thousands of enterprise customers in more than 60 countries. The Company designs, builds, manages and modernizes the complex, mission-critical information systems that the world depends on every day. For more information, visit http://www.kyndryl.com.

Reducing WAN latency is one of the biggest issues with hybrid cloud performance. Taking advantage of compression and data deduplication can reduce your network latency.

Research firm, Markets and Markets, predicted that the hybrid cloud market size is expected to grow from US$38.27 billion in 2017 to US$97.64 billion by 2023.

Colocation facilities provide many of the benefits of having your servers in the cloud while still maintaining physical control of your systems.

Cloud adjacency provided by colocation facilities can enable you to leverage their low latency high bandwidth connections to the cloud as well as providing a solid connection back to your on-premises corporate network.

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If you wish to promote a Webinar we recommend at least a 3 to 4 week campaign prior to your event.

The iTWire campaign will include extensive adverts on our News Site itwire.com and prominent Newsletter promotion https://itwire.com/itwire-update.html and Promotional News & Editorial. Plus a video interview of the key speaker on iTWire TV https://www.youtube.com/c/iTWireTV/videos which will be used in Promotional Posts on the iTWire Home Page.

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Cirrascale Cloud Services Offers Bare-Metal Cloud Servers and … – PR Web

NVIDIA HGX H100

SAN DIEGO (PRWEB) March 21, 2023

Cirrascale Cloud Services, the premier cloud services provider of the only AI Innovation Cloud containing the latest offerings from AI accelerator industry leaders, today announced the addition of NVIDIA HGX H100 servers to its dedicated, multi-GPU deep learning cloud. The NVIDIA H100 Tensor Core GPU, powered by the Hopper architecture, delivers a massive leap in accelerated compute data center platforms, securely accelerating diverse workflows, from small enterprise workloads to exascale HPC and trillion-parameter AI.

High-performance, large-scale accelerated computing is essential in todays AI landscape, and NVIDIA is once again providing a breakthrough innovation with the H100 GPU, said Mike LaPan, vice president, Cirrascale Cloud Services. Utilizing NVIDIA Hopper architecture to deliver industry-leading conversational AI, the NVIDIA H100 GPU can speed up large language models by 30X over the previous generation.

The NVIDIA HGX H100 server platform, as offered by Cirrascale, combines eight NVIDIA H100 GPUs with a high-speed interconnect powered by NVLink and NVSwitch technology to enable the creation of the worlds most powerful scale-up servers. Leveraging the power of multi-precision Tensor Cores in H100, an eight-way HGX H100 provides over 32 petaFLOPS of FP8 deep learning compute performance. Additionally, Cirrascale offers large-scale NVIDIA HGX H100 clusters built using NVIDIA Quantum-2 InfiniBand networking platform, so users can experience unmatched application performance across multiple servers.

AI and HPC have the potential to transform organizations and society by solving some of the worlds toughest challenges, said Dave Salvator, director of accelerated computing products, NVIDIA. NVIDIAs accelerated computing platform and collaboration with cloud innovators such as Cirrascale push the boundaries of AI and HPC exploration to achieve a new wave of breakthroughs that benefit us all.

NVIDIA HGX H100 servers are generally available on the Cirrascale Cloud Services platform. Interested customers and partners can visit https://cirrascale.com/h100 or call (888) 942-3800 to sign up for service.

About Cirrascale Cloud ServicesCirrascale Cloud Services is a premier provider of public and private dedicated cloud solutions enabling deep learning workflows. The company offers cloud-based infrastructure solutions for large-scale deep learning operators, service providers, as well as HPC users. To learn more about Cirrascale Cloud Services and its unique cloud offerings, please visit https://cirrascale.com or call (888) 942-3800.

Cirrascale Cloud Services, Cirrascale and the Cirrascale Cloud Services logo are trademarks or registered trademarks of Cirrascale Cloud Services LLC. NVIDIA, the NVIDIA logo, and NVLink are trademarks or registered trademarks of NVIDIA Corporation. All other names or marks are the property of their respective owners.

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7 real-world cloud computing examples to know – Cointelegraph

Cloud computing has become an important part of our lives, whether we realize it or not.Many of the services and applications we use on a daily basis, such as messaging and streaming music and video, are powered by cloud computing.

Here are real-world cloud computing examples to know.

Netflix uses cloud computing to provide streaming services to millions of users worldwide. By hosting its content on cloud servers, it can ensure reliable and scalable delivery to a global audience.

Netflix uses a variety of cloud computing services and technologies, including Amazon Web Services (AWS) and content delivery networks (CDNs). The majority of Netflix's cloud computing requirements, including storage, processing power and data management, are met by AWS. Netflix makes use of CDNs to guarantee that its users receive its content fast and consistently. To enable users to access the content from the closest location, CDNs keep copies of the content in many locations around the globe.

Slack is a cloud-based messaging and collaboration platform that allows teams to communicate and collaborate in real time. It utilizes cloud computing to provide scalability, reliability and accessibility to its users. Slack's cloud infrastructure allows it to support a large number of users and messages, and to provide seamless access to its platform from multiple devices and locations.

Slack runs on cloud-based architecture that is designed to be highly available and fault-tolerant. It uses multiple data centers to ensure that its services are always available, even in the event of a failure in one data center.

Salesforce provides customer relationship management (CRM) services through cloud computing. This allows businesses to manage customer data, automate workflows and streamline sales processes.

Salesforce cloud computing involves the use of a variety of cloud services and technologies, including:

Airbnb is a cloud-based platform for the sharing economy. Using Airbnb's website or mobile app, hosts may offer their properties for rent, and visitors can book such rentals. Massive amounts of data, including property listings, booking information and customer preferences, are stored and managed by Airbnb using cloud computing.

As a result, the platform can offer features like real-time availability and pricing, secure payment processing, and customized recommendations that make the experience easy for both guests and hosts.

Uber uses cloud computing to manage its ride-hailing platform, including real-time location tracking, trip routing and fare calculation.This allows the platform to provide fast and reliable transportation services, with features such as real-time payment processing and personalized ride options. Cloud computing also enables Uber to scale its services to meet demand, provide 24/7 support, and ensure the safety and security of riders and drivers.

Related:An overview of peer-to-peer ridesharing using blockchain

GitHub is a cloud-based platform that provides hosting for software development and version control using Git. It allows developers to store and collaborate on code with their team members, manage project tasks and track changes to code over time.

While GitHub itself is not a cloud computing platform per se, it is often used in conjunction with cloud computing services such as AWS, Google Cloud Platform and Microsoft Azure. Developers can use GitHub to host their code and then deploy it to the cloud using services such as AWS Elastic Beanstalk or Microsoft Azure App Service.

Google Cloud Platform is a cloud computing platform provided by Google that enables users to build, deploy, and scale applications and services using a wide range of computing resources. It is an example of cloud computing because it provides access to a wide range of computing resources on demand, including virtual machines, storage, networking, databases and other services, all delivered through the internet.

One example of how Google Cloud can be used is for building and deploying web applications. Developers can use Google Cloud's compute resources to host their application code and data, and use services such as load balancing, autoscaling and container orchestration to manage the application's performance and availability. They can also use Google Cloud's machine learning services to add intelligent features to their applications, such as image recognition or natural language processing.

No, blockchain is not a part of cloud computing. While both blockchain and cloud computing are used in the context of modern computing, they are distinct technologies with different characteristics and use cases.

Cloud computing is a delivery model for computing resources such as servers, storage and software applications over the internet. Users who use cloud computing can use these services whenever they need to without having to buy and maintain their own physical IT infrastructure.

Related:7 modern technology examples that dont need electricity

Blockchain, on the other hand, is a distributed digital ledger technology that records transactions in a safe, open and unchangeable way. Blockchain is frequently used to build relationships of trust between parties who do not already know or trust one another. In order to prevent any one person or entity from tampering with the data, it accomplishes this by using a decentralized network of computers to verify and record transactions.

While it is possible to use cloud computing to host blockchain-based applications, blockchain is not inherently a part of cloud computing.

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Google Cloud reports ongoing load balancing problems with US … – Tech Monitor

Google Cloud users with data stored in the companys US-East region may experience problems today, as its engineers continue to battle a problem which has been slowing its servers for the past 18 hours.

The issue is described as a cloud load balancing problem by the companys engineers, and has yet to be solved despite having first been reported in the early hours of Sunday. It is mainly impacting South Carolina (us-east1) and Northern Virginia (us-east4) data centres, with other nearby servers also affected.

First reported at 5.56am US pacific time (PT) on Sunday, Googles team said a Cloud L2 overload in us-east4 is causing harm in us-east4 and nearby regions. The impact of the fault is higher latency and possibly elevated errors on customers global L7 Load Balancers during US peak hours according to the hyperscalers engineers. Load balancers optimise the performance of cloud services.

The problems are likely to be worst in US peak hours, starting at 5am PT (noon in the UK), and as of the most recent update, the issue is no closer to being solved. Our engineering team continues to work on the mitigation of the issue, we do not have an ETA for mitigation at this point, a status update posted at 9.30pm PT on Sunday stated.

Google Cloud has offered brief advice to users of its platform worried about the problem. Customers who are able to should move their backends to regions away from us-east, it said. Customer moving workloads to us-west, europe and asia may see improvements. No workarounds at this time for customers who are required to host in us-east regions.

Google Cloud is the third-largest player in the public cloud market, holding 11% of business according to data from Synergy Research Group.

Though it trails behind rivals, market leader Amazon's AWS and Microsoft Azure, it is relied upon by many big businesses. Customers listed on its website include Deutsche Bank, Airbus and Paypal.

Problems with the major cloud platforms are few and far between, though when their platforms do suffer a failure or outage the consequences can be significant for the economy. This has led regulators around the world to raise questions about whether steps should be taken to mitigate the high concentration of cloud computing services in the hands of a few providers.

Last month, the US Treasury warned financial services companies to ensure they had plans in place in case cloud servers failed.

Deputy secretary of the treasury Wally Adeyemo said that though "there is no question that providing consumers with secure and reliable financial services means greater demand for cloud-based technologies, his department believes there must be "safe and effective migration" as more banks and other financial companies adopt cloud services.

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Hackers Steal Over $1.6 Million in Crypto from General Bytes Bitcoin … – The Hacker News

Mar 21, 2023Ravie LakshmananCryptocurrency / Hacking

Bitcoin ATM maker General Bytes disclosed that unidentified threat actors stole cryptocurrency from hot wallets by exploiting a zero-day security flaw in its software.

"The attacker was able to upload his own java application remotely via the master service interface used by terminals to upload videos and run it using 'batm' user privileges," the company said in an advisory published over the weekend.

"The attacker scanned the Digital Ocean cloud hosting IP address space and identified running CAS services on ports 7741, including the General Bytes Cloud service and other GB ATM operators running their servers on Digital Ocean," it further added.

The company said that the server to which the malicious Java application was uploaded was by default configured to start applications present in the deployment folder ("/batm/app/admin/standalone/deployments/").

In doing so, the attack allowed the threat actor to access the database; read and decrypt API keys used to access funds in hot wallets and exchanges; send funds from the wallets; download usernames, password hashes, and turn off two-factor authentication (2FA); and even access terminal event logs.

It also warned that its own cloud service as well as other operators' standalone servers were infiltrated as a result of the incident, prompting the company to shutter the service.

In addition to urging customers to keep their crypto application servers (CASs) behind a firewall and a VPN, it's also recommending to rotate all users' passwords and API keys to exchanges and hot wallets.

"The CAS security fix is provided in two server patch releases, 20221118.48 and 20230120.44," General Bytes said in the advisory.

The company further emphasized that it had conducted multiple security audits since 2021 and that none of them flagged this vulnerability. It appears to have been unpatched since version 20210401.

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General Bytes did not disclose the exact amount of funds stolen by the hackers, but an analysis of the cryptocurrency wallets used in the attack reveals the receipt of 56.283 BTC ($1.5 million), 21.823 ETH ($36,500), and 1,219.183 LTC ($96,500).

The ATM hack is the second breach targeting General Bytes in less than a year, with another zero-day flaw in its ATM servers exploited to steal crypto from its customers in August 2022.

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NVIDIA Expands Isaac Software Access and Jetson Platform … – Nvidia

NVIDIA announced today at GTC that Omniverse Cloud will be hosted on Microsoft Azure, increasing access to Isaac Sim, the companys platform for developing and managing AI-based robots.

The company also said that a full lineup of Jetson Orin modules is now available, offering a performance leap for edge AI and robotics applications.

The worlds largest industries make physical things, but they want to build them digitally, said NVIDIA founder and CEO Jensen Huang during the GTC keynote. Omniverse is a platform for industrial digitalization that bridges digital and physical.

Building robots in the real world requires creating datasets from scratch, which is time consuming and expensive and slows deployments.

Thats why developers are turning to synthetic data generation (SDG), pretrained AI models, transfer learning and robotics simulation to drive down costs and accelerate deployment timelines.

The Omniverse Cloud platform-as-a-service, which runs on NVIDIA OVX servers, puts advanced capabilities into the hands of Azure developers everywhere. It enables enterprises to scale robotics simulation workloads, such as SDG, and provides continuous integration and continuous delivery for devops teams to work in a shared repository on code changes while working with Isaac Sim.

Isaac Sim is a robotics simulation application and SDG tool that drives photorealistic, physically accurate virtual environments. Isaac Sim, powered by the NVIDIA Omniverse platform, enables global teams to remotely collaborate to build, train, simulate, validate and deploy robots.

Making Isaac Sim accessible in the cloud allows teams to work together more effectively with access to the latest robotics tools and software development kits. Omniverse Cloud gives enterprises more options in the cloud with Azure, in addition to the existing cloud-based methods of using Isaac Sim for self-managed containers, or with using it on virtual workstations or fully managed services such as AWS RoboMaker.

And with access to Omniverse Replicator, an SDG engine in Isaac Sim, engineers can build production-quality synthetic datasets to train robust deep learning perception models.

Amazon uses Omniverse to automate, optimize and plan its autonomous warehouses with digital twin simulations before deployment into the real world. With Isaac Sim, Amazon Robotics is also improving the capabilities of Proteus, its latest autonomous mobile robot (AMR). This helps the online retail giant fulfill thousands of orders in a cost- and time-efficient manner.

Working with automation company idealworks, BMW Group uses Isaac Sim in Omniverse to generate synthetic data and run scenarios for testing and training AMRs and factory robots.

NVIDIA is developing across the AI tools spectrum from computing in the cloud with simulation like Isaac Sim to at the edge with the Jetson platform accelerating robotics adoption across industries.

NVIDIA Jetson Orin-based modules are now available in production to support a complete range of edge AI and robotics applications. This includes the Jetson Orin Nano which provides up to 40 trillion operations per second (TOPS) of AI performance in the smallest Jetson module up to the Jetson AGX Orin, delivering 275 TOPS for advanced autonomous machines.

The new Jetson Orin Nano Developer Kit delivers 80x the performance when compared with the previous-generation Jetson Nano, enabling developers to run advanced transformer and robotics models. And with 50x the performance per watt, developers getting started with the Jetson Orin Nano modules can build and deploy power-efficient, entry-level AI-powered robots, smart drones, intelligent vision systems and more.

Application-specific frameworks like NVIDIA Isaac ROS and DeepStream, which run on the Jetson platform, are closely integrated with cloud-based frameworks like Isaac Sim on Omniverse and NVIDIA Metropolis. And using the latest NVIDIA TAO Toolkit for fine-tuning pretrained AI models from the NVIDIA NGC catalog reduces time to deployment for developers.

More than 1 million developers and over 6,000 customers have chosen the NVIDIA Jetson platform, including Amazon Web Services, Canon, Cisco, Hyundai Robotics, JD.com, John Deere, Komatsu, Medtronic, Meituan, Microsoft Azure, Teradyne and TK Elevator.

Companies adopting the new Orin-based modules include Hyundai Doosan Infracore, Robotis, Seyeon Tech, Skydio, Trimble, Verdant and Zipline.

More than 70 Jetson ecosystem partners are offering Orin-based solutions, with a wide range of support from hardware, AI software and application design services to sensors, connectivity and developer tools.

The full lineup of Jetson Orin-based production modules is now available. The Jetson Orin Nano Developer Kit will start shipping in April.

CTA: Learn more about NVIDIA Isaac Sim, Jetson Orin, Omniverse Enterprise and Metropolis.

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France’s OVH expands into India amid growing cloud adoption – Reuters

March 20 (Reuters) - (This March 20 story has been refiled to correct the number of employees after company clarification in paragraph 6)

French software firm OVHcloud (OVH.PA) has launched its first data centre in India as it expands in the Asia-Pacific region aiming to capitalise on growing cloud adoption amid heightened concerns over data privacy, it said on Monday.

The new data centre in Mumbai will provide Indian businesses with local computer and storage infrastructure to meet changing data compliance needs as India digitalises and pushes for more data protection, OVH said.

International Data Corporation (IDC), a market intelligence firm focusing on the tech sector, in December projected the Indian market for public cloud services would reach $13.0 billion by 2026, with a compound-annual-growth rate of 23.1% between 2021-2026.

"The Indian market is a very...fast-growing market," CEO Michel Paulin told Reuters, adding OVH had already sold a few hundred servers.

OVH's strategy banks on opening 15 new sites around the world by 2024, also in Sydney and Singapore. Paulin said its high debt loans capacity credit and additional 200 million-euro funding from the European Investment Bank meant it could fund growth for the next four years.

The company already has over 30 data centres in the world and employs over 2,800 people.

"We will continue to recruit in India," Paulin said, adding OVH had created jobs last year in Mumbai to prepare the launch and implement the technical infrastructure.

Inflation and the impact of war in Ukraine have led many European companies into lay-offs or hiring freezes. But the need for digital and cloud solutions was still there, Paulin said.

"There is an understanding now by most of the public institutions that it's very important to...address these data sovereignty issues," Paulin said, adding OVH was in intense dialogue with the European Commission and France's government on these matters.

The U.K on Thursday announced plans to ban the use of Chinese-owned TikTok on government corporate devices, following similar announcements by the U.S and the European Union.

Reporting by Olivier Sorgho, editing by Ed Osmond

Our Standards: The Thomson Reuters Trust Principles.

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Cloud Management Platform Market To Hit USD 7.2 Billion by 2030, With a CAGR of 16.10% – Report by Market Research Future (MRFR) – Yahoo Finance

Market Research Future

Rising Adaptability of Cloud Computing Technology to Boost Cloud Management Platform Market Growth

New York, US, March 21, 2023 (GLOBE NEWSWIRE) -- Market Analysis

According to a comprehensive research report by Market Research Future (MRFR), Cloud Management Platform MarketAnalysis By Component, By Solution, By, By Deployment Mode, By Organization Size Region, Asia-Pacific, and the Rest of the World)Forecast till 2030, The global cloud management platform market will touch USD 7.2 billion at a 16.10% CAGR by 2030, as per the latest Market Research Future report.

Key Players

Eminent industry players profiled in the cloud management platform market report include:

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Cloud Management Platform Market Report Scope:

Report Metrics

Details

Cloud Management Platform Market Size by 2030

USD 7.2 Billion (2030)

Growthduring 2022-2030

16.10% CAGR

Base Year

2021

Forecast

2022-2030

Report Coverage

Revenue Forecast, Competitive Landscape, Growth Factors, and Trends

Key Market Drivers

Integration of AI for IT operation (AlOps) with cloud management platform software

Drivers

Rising Adaptability of Cloud Computing Technology to Boost Market Growth

The expansion of cloud management platform is anticipated to be fueled by cloud computing technology's increasing versatility. Cloud computing promises to reduce costs and hazards and also enhance the capabilities and scalability of internet-based databases. To store, manage, and analyze crucial data, businesses use cloud computing/remote PCs hosted on the net. By distributing computing services including servers, software, networking, analytics, databases, storage, and intelligence across the Internet, these advancements and uses enable quicker innovation, more adaptable resource utilization, and cost savings.

Story continues

Opportunities

Growing BYOD Trend to offer Robust Opportunities

The use of cloud platforms has been fueled by the growing trend of "bring your own device" (BYOD) among businesses and IT firms. IT businesses can utilize cloud management platforms to give them access to and control over all of the organization's systems. The BYOD movement is also pushing businesses to use cloud-based platform services for managing mobile devices, especially small and medium-sized businesses that lack the resources to do so. In the era of BYOD, a cloud-based platform offers the most resource- and cost-efficient method for data security. Also, it enables IT professionals to work remotely, which is expected to boost need for cloud management platforms.

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Also, the expansion of multi-cloud management market is being influenced by the increased propensity of small and medium-sized businesses to embrace cloud management systems. To considerably lessen their reliance on a single element, small and medium-sized businesses are moving their applications to the cloud-based platforms. These activities are beneficial to the market's expansion.

Restraints and Challenges

Data Privacy Concerns to act as Market Restraint

Security and data privacy concerns associated with cloud solutions and insufficient technical expertise may act as market restraints over the forecast period.

Market Segmentation

The cloud management platform market is bifurcated based on component, solution, services, deployment, organization size, and vertical.

By component, solution will lead the market in the forecast period due to the growing requirement for hybrid & multi-cloud models that enable corporations to have centralized management over diverse cloud-based infrastructures, as well as the expanding demand for integrated toolsets by businesses across verticals.

By solution, security solution will dominate the market over the forecast period.

By services, managed services will spearhead the market over the forecast period. The increased difficulty in managing enormous volumes of datasets, which encourages businesses to outsource the services to third parties, is blamed for the growth of the managed services sector.

By deployment, public cloud will have the lions share in the market the forecast period for the increasing investments by organizations for accessing the data.

By organization size, large enterprise will head the market over the forecast period.

By vertical, BFSI will possess the largest share in the market over the forecast period. Highly regulated settings with cost and security standards to create agile, innovative multi-cloud platforms are blamed for the expansion of the BFSI business. A rise in mobile e-commerce apps that depend on uptime during peak hours, the necessity for complete inventory visibility and management, and security are other factors that are predicted to propel the market throughout the forecast period.

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COVID-19 Analysis

The integrated market has benefited from the COVID-19 epidemic. Businesses are rapidly implementing technology-assisted solutions that may be used remotely, guarantee hiring, and maintain operations despite setbacks. As a result, the demand for SaaS platform is always increasing. Leading companies are currently reporting extremely high subscriber numbers, including Microsoft. This is driving the expansion of integrated cloud management systems amid the current COVID-19 pandemic to cater to the increasing usage of multi-cloud & hybrid cloud models, and with the rising acceptance of remote working models.

Regional Analysis

North America to Head Cloud Management Platform Market

A highly competitive environment and early adoption of cutting-edge technology contributed to North America's dominance of the market share during 2021. Cloud management platform software has become widely used in the area thanks to major vendors as VMware, Inc., IBM Corporation, Microsoft Corporation, and BMC Software Inc. Key providers have been inspired to create and deploy advanced cloud services as a result of end consumers' level of readiness to adopt evolving technologies. Throughout the projection period, this region is anticipated to grow. The demand for advanced technology, machine learning, automation, and rising unified infrastructure has increased, which enhances corporate relationships and interactions.

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Europe to Have Favorable Growth in Cloud Management Platform Market

Due to expanding regulatory frameworks and digital government activities, Europe held the second-highest market share in 2021. The region's increased use of cloud-based technologies is also expected to fuel growth. Leaders in the industry are also concentrating on growing their businesses in the area.

APAC to Have Significant Growth in Cloud Management Platform Market

Throughout the anticipated period, the market in Asia-Pacific will grow at the fastest rate. The market expansion is due to significant expenditures made by regional vendors in developing nations like China and India as well as expanding government measures to support digital initiatives and the growth of the cloud infrastructure.

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About Market Research Future:

Market Research Future (MRFR) is a global market research company that takes pride in its services, offering a complete and accurate analysis regarding diverse markets and consumers worldwide. Market Research Future has the distinguished objective of providing the optimal quality research and granular research to clients. Our market research studies by products, services, technologies, applications, end users, and market players for global, regional, and country level market segments, enable our clients to see more, know more, and do more, which help answer your most important questions.

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VNET Reports Unaudited Fourth Quarter and Full Year 2022 … – PR Newswire

BEIJING, March 21, 2023 /PRNewswire/ -- VNET Group, Inc. (Nasdaq: VNET) ("VNET" or the "Company"), a leading carrier- and cloud-neutral internet data center services provider in China, today announced its unaudited financial results for the fourth quarter and full year ended December 31, 2022.

"We concluded a challenging 2022 with solid fourth quarter results, achieving meaningful development on a broad scale," said Jeff Dong, Chief Executive Officer of VNET. "Amid the macro headwinds, our dual-core strategy encompassing both the wholesale and retail IDC markets continued to prove strongly effective. We continued to grow our wholesale business with two major orders totaling over 100MW, extending the service contract with one of our largest existing customers in the fourth quarter and winning a bid for an IDC project with a new customer recently. On the retail business front, we made decent progress in expanding our customer base and fueling deeper collaboration with existing customers as we have been consistently building out our high-quality service offerings. Heading into 2023, with a gradual but noticeable economic recovery, we remain optimistic about the long-term prospects of the IDC industry."

Tim Chen, Chief Financial Officer of VNET, commented, "We delivered a resilient performance in the fourth quarter of 2022, with year-over-year revenue growth of 7.7% and adjusted EBITDA margin of 22.6%. For the full year of 2022, we achieved our annual cabinet delivery target by adding approximately 8,400 self-built cabinets despite external challenges, which speaks to our outstanding execution. Looking ahead, we will continue to execute on our dual-core growth strategy and remain focused on our core businesses, while continuing to explore more capital resources to strengthen our financial position."

Fourth Quarter 2022 Financial Highlights

Full Year 2022 Financial Highlights

Fourth Quarter 2022 Operational Highlights

[1]The overall utilization rate is calculated by dividing the number of customer-utilized cabinets by the total cabinets under management at the end of the period. Before the first quarter of 2022, the Company used the compound utilization rate, a metric that was calculated based on the weighted average number of customer-utilized cabinets over the reported period.

[2]Retail IDC MRR refers to Monthly Recurring Revenues for the retail IDC business.

Fourth Quarter 2022 Financial Results

NET REVENUES:Net revenues in the fourth quarter of 2022 were RMB1.88 billion (US$272.7 million), representing an increase of 7.7%from RMB1.75 billion in the same period of 2021. The year-over-year increase was mainly due to the increased demand from both wholesale and retail IDC customers, as well as the growth of our cloud and VPN services.

GROSS PROFIT:Gross profit in the fourth quarter of 2022 was RMB328.4 million (US$47.6million), compared with RMB380.0 million in the same period of 2021. Gross margin in the fourth quarter of 2022 was 17.5%, compared to 21.8% in the same period of 2021.

ADJUSTED CASH GROSS PROFIT,which excludes depreciation, amortization, and share-based compensation expenses, was RMB740.1 million (US$107.3million) in the fourth quarter of 2022, compared to RMB713.8million in the same period of 2021. Adjusted cash gross margin in the fourth quarter of 2022 was 39.4%, compared to 40.9% in the same period of 2021.

OPERATING EXPENSES: Total operating expenses in the fourth quarter of 2022 were RMB345.7million (US$50.1 million), compared to RMB649.7 million in the same period of 2021. As a percentage of net revenues, total operating expenses in the fourth quarter of 2022 were 18.4%, compared to 37.2% in the same period of 2021.

Sales and marketing expensesin the fourth quarter of 2022 were RMB76.4 million (US$11.1 million), compared to RMB85.5 million in the same period of 2021.

Research and development expensesin the fourth quarter of 2022 were RMB84.1 million (US$12.2 million), compared to RMB63.0million in the same period of 2021.

General and administrative expensesin the fourth quarter of 2022 were RMB156.2 million (US$22.7 million), compared to RMB390.9 million in the same period of 2021.

ADJUSTED OPERATING EXPENSES, which exclude share-based compensation expenses, compensation for postcombination employment in an acquisition, impairment of loan receivable to potential investee and impairment of long-lived assets, were RMB355.4million (US$51.5 million) in the fourth quarter of 2022, compared to RMB273.7 million in the same period of 2021. As a percentage of net revenues, adjusted operating expenses in the fourth quarter of 2022 were 18.9%, compared to 15.7% in the same period of 2021.

ADJUSTED EBITDA: Adjusted EBITDA in the fourth quarter of 2022 was RMB424.3 million (US$61.5 million), representing a decrease of 8.3%from RMB463.0million in the same period of 2021. Adjusted EBITDA in the fourth quarter of 2022 excluded reverse of share-based compensation expenses of RMB7.8 million (US$1.1 million). Adjusted EBITDA margin in the fourth quarter of 2022 was 22.6%, compared to 26.5% in the same period of 2021.

NET LOSS ATTRIBUTABLE TO ORDINARY SHAREHOLDERS:Net loss attributable to ordinary shareholders in the fourth quarter of 2022 was RMB64.2 million (US$9.3 million), compared to a net loss attributable to ordinary shareholders of RMB27.3 million in the same period of 2021. Net loss attributable to ordinary shareholders in the fourth quarter of 2022 included a loss from changes in the fair value of convertible promissory notes of RMB48.5 million (US$7.0 million), compared to a gain of RMB227.8 million in the same period of 2021.

LOSS PER SHARE: Basic and diluted loss per share in the fourth quarter of 2022 were both RMB0.07 (US$0.01) which represented the equivalent of both RMB0.42 (US$0.06) per American depositary share ("ADS"). Each ADS represents six Class A ordinary shares. Diluted loss per share is calculated using adjusted net loss attributable to ordinary shareholders divided by the weighted average number of diluted shares outstanding.

As of December 31, 2022, the aggregate amount of the Company's cash, cash equivalents and restricted cash was RMB2.99billion (US$433.4 million).

Net cash generated from operating activities,in the fourth quarter of 2022, was RMB569.6 million (US$82.6 million), compared to RMB664.0million in the same period of 2021.

Full Year 2022 Financial Results

NET REVENUES:Net revenues in the full year of 2022 increased by 14.1%to RMB7.07 billion (US$1.02 billion) from RMB6.19 billion in the full year of 2021.

GROSS PROFIT:Gross profit in the full year of 2022 was RMB1.36 billion (US$196.9million), representing a decrease of 5.5% from RMB1.44 billion in the full year of 2021. Gross margin in the full year of 2022 was 19.2%, compared to 23.2% in the full year of 2021.

ADJUSTED CASH GROSS PROFIT,which excludes depreciation, amortization, and share-based compensation expenses, was RMB2.85billion (US$412.7million) in the full year of 2022, compared to RMB2.63billion in the full year of 2021. Adjusted cash gross margin in the full year of 2022 was 40.3%, compared to 42.6% in the full year of 2021.

OPERATING EXPENSES: Total operating expenses in the full year of 2022 were RMB1.24billion (US$179.4 million), compared to RMB1.42 billion in the full year of 2021. As a percentage of net revenues, total operating expenses in the full year of 2022 were 17.5%, compared to 22.9% in the full year of 2021.

Sales and marketing expensesin the full year of 2022 were RMB311.9 million (US$45.2 million), compared to RMB255.4 million in the full year of 2021.

Research and development expensesin the full year of 2022 were RMB306.8million (US$44.5 million), compared to RMB188.5million in the full year of 2021.

General and administrative expensesin the full year of 2022 were RMB642.9 million (US$93.2 million), compared to RMB842.4 million in the full year of 2021.

ADJUSTED OPERATING EXPENSES, which exclude share-based compensation expenses, compensation for postcombination employment in an acquisition, impairment of loan receivable to potential investee and impairment of long-lived assets, were RMB1.08 billion (US$156.9 million) in the full year of 2022, compared to RMB965.7 million in the full year of 2021. As a percentage of net revenues, adjusted operating expenses in the full year of 2022 were 15.3%, compared to 15.6% in the full year of 2021.

ADJUSTED EBITDA: Adjusted EBITDA in the full year of 2022 was RMB1.87 billion (US$271.5 million), representing an increase of 6.8% from RMB1.75billion in the full year of 2021. Adjusted EBITDA in the full year of 2022 excluded share-based compensation expenses of RMB118.2 million (US$17.1million). Adjusted EBITDA margin in the full year of 2022 was 26.5%, compared to 28.3% in the full year of 2021.

NET PROFIT/LOSS ATTRIBUTABLE TO ORDINARY SHAREHOLDERS:Net loss attributable to ordinary shareholders in the full year of 2022 was RMB776.0 million (US$112.5 million), compared to a net profit attributable to ordinary shareholders of RMB500.1 million in the full year of 2021. Net loss attributable to ordinary shareholders in the full year of 2022 included foreign exchange loss of RMB523.2 million (US$75.9 million), compared to a foreign exchange gain of RMB110.0 million in the full year of 2021.

LOSS PER SHARE: Basic and diluted loss per share in the full year of 2022 were both RMB0.87 (US$0.13) which represented the equivalent of both RMB5.22 (US$0.78) per American depositary share ("ADS"). Each ADS represents six Class A ordinary shares. Diluted loss per share is calculated using adjusted net loss attributable to ordinary shareholders divided by the weighted average number of diluted shares outstanding.

Net cash generated from operating activitiesin the full year of 2022 was RMB2.60 billion (US$377.3 million), compared to RMB1.39billion in the full year of 2021.

Business Outlook

The Company expects net revenues for the full year of 2023 to be in the range of RMB7,600 million to RMB7,900 million, representing a year-over-year growth of 7.6% to 11.8%, and adjusted EBITDA to be in the range of RMB2,025 million to RMB2,125 million, representing a year-over-year growth of 8.1% to 13.5%.

The forecast reflects the Company's current and preliminary views on the market and its operational conditions, and is subject to change.

Conference Call

The Company's management will host an earnings conference call at 9:00 PM U.S. Eastern Time on Tuesday, March 21, 2023, or 9:00 AM Beijing Time on Wednesday, March 22, 2023.

For participants who wish to join the call, please access the link provided below to complete the online registration process and dial in 5 minutes prior to the scheduled call start time.

Upon registration, each participant will receive a set of dial-in numbers by location, a personal PIN and an email with further detailed instructions, which will be used to join the conference call.

A simultaneous audio webcast and replay of the conference call will be accessible on the Company's investor relations website athttp://ir.vnet.com.

Non-GAAP Disclosure

In evaluating its business, VNET considers and uses the following non-GAAP measures defined as non-GAAP financial measures by the U.S. Securities and Exchange Commission as a supplemental measure to review and assess its operating performance: adjusted cash gross profit, adjusted cash gross margin, adjusted operating expenses, adjusted EBITDA and adjusted EBITDA margin. The presentation of these non-GAAP financial measures is not intended to be considered in isolation or as a substitute for the financial information prepared and presented in accordance with U.S. GAAP. For more information on these non-GAAP financial measures, please see the table captioned "Reconciliations of GAAP and non-GAAP results" set forth at the end of this press release.

The non-GAAP financial measures are provided as additional information to help investors compare business trends among different reporting periods on a consistent basis and to enhance investors' overall understanding of the Company's current financial performance and prospects for the future. These non-GAAP financial measures should be considered in addition to results prepared in accordance with U.S. GAAP, but should not be considered a substitute for, or superior to, U.S. GAAP results. In addition, the Company's calculation of the non-GAAP financial measures may be different from the calculation used by other companies, and therefore comparability may be limited.

Exchange Rate

This announcement contains translations of certain RMB amounts into U.S. dollars ("USD") at specified rates solely for the convenience of the reader. Unless otherwise stated, all translations from RMB to USD were made at the rate of RMB6.8972 to US$1.00, the noon buying rate in effect on December 30, 2022, in the H.10 statistical release of the Federal Reserve Board. The Company makes no representation that the RMB or USD amounts referred could be converted into USD or RMB, as the case may be, at any particular rate or at all. For analytical presentation, all percentages are calculated using the numbers presented in the financial statements contained in this earnings release.

Statement Regarding Unaudited Condensed Financial Information

The unaudited financial information set forth above is preliminary and subject to potential adjustments. Adjustments to the consolidated financial statements may be identified when audit work has been performed for the Company's year-end audit, which could result in significant differences from this preliminary unaudited condensed financial information.

About VNET

VNET Group, Inc. is a leading carrier- and cloud-neutral Internet data center services provider in China. VNET provides hosting and related services, including IDC services, cloud services, and business VPN services to improve the reliability, security, and speed of its customers' internet infrastructure. Customers may locate their servers and equipment in VNET's data centers and connect to China's internet backbone. VNET operates in more than 30 cities throughout China, servicing a diversified and loyal base of over 6,500 hosting and related enterprise customers that span numerous industries ranging from internet companies to government entities and blue-chip enterprises to small- to mid-sized enterprises.

Safe Harbor Statement

This announcement contains forward-looking statements. These forward-looking statements are made under the "safe harbor" provisions of the U.S. Private Securities Litigation Reform Act of 1995. These statements can be identified by terminology such as "will," "expects," "anticipates," "future," "intends," "plans," "target," "believes," "estimates" and similar statements. Among other things, quotations from management in this announcement as well as VNET's strategic and operational plans contain forward-looking statements. VNET may also make written or oral forward-looking statements in its reports filed with, or furnished to, the U.S. Securities and Exchange Commission, in its annual reports to shareholders, in press releases and other written materials and in oral statements made by its officers, directors or employees to third parties. Statements that are not historical facts, including statements about VNET's beliefs and expectations, are forward-looking statements. Forward-looking statements involve inherent risks and uncertainties. A number of factors could cause actual results to differ materially from those contained in any forward-looking statement, including but not limited to the following: VNET's goals and strategies; VNET's expansion plans; the expected growth of the data center services market; expectations regarding demand for, and market acceptance of, VNET's services; VNET's expectations regarding keeping and strengthening its relationships with customers; VNET's plans to invest in research and development to enhance its solution and service offerings; and general economic and business conditions in the regions where VNET provides solutions and services. Further information regarding these and other risks is included in VNET's reports filed with, or furnished to, the U.S. Securities and Exchange Commission. All information provided in this press release and in the attachments is as of the date of this press release, and VNET undertakes no duty to update such information, except as required under applicable law.

Investor Relations Contact:

Xinyuan LiuTel: +86 10 8456 2121Email: [emailprotected]

VNET GROUP, INC.

CONSOLIDATED BALANCE SHEETS

(Amount in thousands of Renminbi ("RMB") and US dollars ("US$"))

As of

As of

December 31, 2021

December 31, 2022

RMB

RMB

US$

(Audited)

(Unaudited)

(Unaudited)

Assets

Current assets:

Cash and cash equivalents

1,372,481

2,661,321

385,855

Restricted cash

327,767

327,673

47,508

Accounts and notes receivable, net

1,405,997

1,763,693

255,711

Prepaid expenses and other current assets

2,049,911

2,147,500

311,361

Amounts due from related parties

167,967

152,089

22,051

Total current assets

5,324,123

7,052,276

1,022,486

Non-current assets:

Property and equipment, net

10,092,419

11,964,498

1,734,689

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VNET Reports Unaudited Fourth Quarter and Full Year 2022 ... - PR Newswire

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