data-center-technologies

The Next Frontier: AI-Driven Data Center Technologies

data-center-technologies

The Next Frontier: AI-Driven Data Center Technologies

In today’s digital age, data center services have become the backbone of countless businesses, powering everything from online shopping and social media to financial transactions and healthcare services. 

However, with the exponential growth of data and the increasing demand for real-time processing, traditional data center models struggle to keep up. AI offers turnkey solutions that enable organizations to optimize data center services by improving energy efficiency, reducing costs, and enhancing sustainability. In this blog, we’ll explore the ways in which AI is transforming the data center landscape and how AI-integrated immersion cooling can help businesses unlock their full potential. 

What Does AI Mean for Data Centers? 

Artificial Intelligence (AI) is the broad science of replicating human skills, and Machine Learning (ML) is a subset of AI that teaches machines how to learn. As more organizations use smart computers, expand their services, and migrate their infrastructures to the edge or cloud, the data being stored and generated to power these computers is growing exponentially. 

Organizations can leverage AI-based solutions to help manage their daily operations, optimize efficiency and performance, enhance user experiences, and continuously gain insights that drive improvements across all business sectors.

Data Center Automation Market Growth 

According to industry reports, the global data center automation market was valued at 6.8 billion USD in 2021 and is expected to grow at a CAGR of 13.5% from 2022 to 2030. 

Growth drivers for AI-based data center services include: 

  • The rapid deployment of 5G network technologies 
  • The adoption of high-performance computing 
  • The rise of hybrid cloud architectures 

How AI Can Optimize Data Center Services 

AI/ML technologies create immense value, enabling data center managers to design intuitive, self-sustaining infrastructures and realize greater efficiency, sustainability, and scalability potential. Here are some key reasons why data center companies adopt AI. 

Resource Management & Planning 

Organizations deal with limited resources to manage fluctuating compute densities, data storage, and networking capacities as business needs change. AI can help provision your data center’s capacity to efficiently plan and execute the resources you need, including space, power, and cooling, to maximize revenue and achieve eco-friendly operations. AI-integrated software provides valuable data that helps 

  • Optimize the usable space in your facility while maintaining environmental conditions like humidity and temperature. 
  • Plan and predict future power consumption based on current and historical data

Asset Performance Management (APM) 

APM includes analytics, data collection, integration, and visualization to improve the reliability and availability of physical IT assets. Using AI/ML software for asset management can 

  • Extend the lifespan of IT components by proactively detecting and fixing operating parameters that can potentially reduce their usability. 
  • Predict and automatically alert you when an asset needs repair, maintenance, or replacement based on operating conditions. 
  • Learn current operating conditions, like energy usage, for individual or group assets and identify abnormalities by monitoring real-time data. 

Sustainability & Energy Efficiency 

With the growing concern about global warming and climate change, businesses work to reduce the impact of their data center services and achieve carbon-neutral operations without compromising performance. According to IBM Global AI Adoption Index, 66% of companies surveyed are either currently executing or planning to execute AI to address sustainability goals. 

Innovative cooling solutions, like immersion data centers, are being developed to increase cooling efficiency, enhance hardware performance, and reduce energy consumption. In addition to leveraging liquid immersion cooling technology, data centers are increasingly deploying purpose-built immersion cooling systems with AI-based data center infrastructure management (DCIM) software to optimize efficiency and achieve carbon neutrality quicker and easier. 

AI and immersion cooling can improve data center energy efficiency by 

  • Proactively managing power usage effectiveness (PUE) and assessing the impact of manual changes to your assets’ operating parameters 
  • Identify the best parameters for each asset to minimize energy usage while achieving the performance requirements for each asset (maintaining optimal temperature and humidity levels) 
  • Automatically alert or correct systems that are over-consuming power to maximize the use of CPUs and save energy 
  • Enabling fully autonomous, lights-out operations to streamline manual tasks  

How to Implement AI in Your Data Center 

AI-powered software can help data centers manage their infrastructure and cooling systems to maximize productivity and deliver significant energy and cost savings. Most AI-based solutions have extremely fast computing capabilities and provide valuable insight that drives ongoing improvements across all platforms. 

If your company has a scalable infrastructure and high-end processors, AI-based solutions can enable them to run more effectively. Businesses planning to implement AI should consider creating a stable and adaptable infrastructure compatible with AI-based solutions or apps. 

TMGcore’s software platform offers previously unimaginable equipment densities, allowing the creation of more powerful clusters than those achieved with traditional cooling and connecting methods. 

TMGcore Immersion Data Solutions 

TMGcore, the Home of Immersion, is an award-winning provider of next-gen high-performance computing platforms designed with liquid immersion cooling technology.  

Our OTTO Ready solutions provide customers with complete, holistic turnkey packages and offerings consisting of purpose-built HPC platforms, components, and software enabling AI/ML capabilities across all industries. 

End-to-end engineered software and hardware solutions provided by TMGcore are backed by world-class service and warranty, designed to make your digital infrastructure smarter, more sustainable, and more capable to achieve a competitive advantage. Ready to immerse yourself? Get in touch with us today to get started. 

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Related Blogs

global-immersion-cooling

Future Business Opportunities for the Global Immersion Cooling Market

global-immersion-cooling

Future Business Opportunities for the Global Immersion Cooling Market

Data center cooling is a critical aspect of the modern business landscape, as organizations seek to manage the exponential growth of their IT infrastructure while reducing costs and improving energy efficiency. The immersion cooling systems represent a promising opportunity in this area, offering innovative and sustainable data center solutions for cooling high-density computing environments. 

In this blog, we will delve into the key drivers behind the growth of the global immersion cooling market and provide an overview of immersion cooling technologies and applications. We’ll also discuss the challenges of market adoption to give you a comprehensive understanding of the business opportunities this technology offers. 

Immersion Cooling Market Size 

According to a report by Technavio, the global immersion cooling market is estimated to grow by 537.5 million from 2023 to 2027, with a CAGR of 22.77% during the forecast period. In 2022, North America held the largest global market share, and the region is estimated to witness an incremental growth of 38%.  


Growth Drivers and Challenges 

The key drivers contributing to market growth include the increase in the number of data centers worldwide, environmental concerns, advancements in computing technologies, and operational efficiency. 

Increase in data centers 

Data centers have become an intrinsic part of every organization. The massive growth in the amount of data being stored and generated has led many companies to build colocation and hyperscale data centers. As the demand for data center services grows, the need for effective cooling, better performance, and the ability to support technology advancements like edge, cloud, blockchain, and AI increases.  

Carbon footprint 

Data center environments and the operation of IT components emit carbon dioxide. Carbon emissions can be determined by the amount of power consumed by these facilities. 

Implementing liquid immersion cooling for data centers will help reduce power consumption and lower carbon emissions produced. The power usage effectiveness (PUE) generated by liquid immersion systems is significantly lower than air cooling. The direct reduction in emissions associated with cooling energy reduction helps companies achieve better CDP scores and reach sustainability goals. 

Operational cost 

As power consumption increases worldwide, data center operators look for alternative solutions that are efficient in terms of power consumption and performance.  

Air- and water-cooling systems are predominantly used by data centers today. However, scientific data centers have readily adopted liquid immersion cooling, where the computing requirement is usually twice that of large data center environments.  

Immersion data centers can reduce operational costs while improving performance and equipment longevity. 

Challenges 

These market trends contribute to the increased need for liquid immersion cooling systems to replace air and water-based cooling methods. However, the availability of alternative cooling technologies, initial investment costs, and market competition are the key factors hindering adoption and growth. 

Strategies to overcome some of these obstacles include ongoing product development and innovation, favorable government initiatives, and partnerships and collaborations.  

Companies like TMGcore, the Home of Immersion, collaborate with some of the biggest names in the industry, including 3M, Unicom, Solvay, and Dell, to deliver off-the-shelf and customized solutions that meet the evolving needs of modern data centers.  

Liquid Immersion Cooling Methods and Applications 

To tackle demand and maintain low power consumption and PUE, many data centers are switching to immersion cooling as a more efficient and effective data center solution. 

Liquid immersion cooling works in two ways: 

  • Single-phase immersion cooling: servers or other IT components are mounted vertically in a bath of dielectric fluid. 
  • Two-phase liquid immersion cooling: servers and components are submerged in a chamber that utilizes a low-temperature evaporation process to turn heated liquid into vapor to cool components and dissipate heat. 

These immersion cooling methods offer the ability to support various applications for end-users, such as high-performance computing, edge computing, cloud computing, AI/ML, energy efficient immersion mining, and more. 

Immersion Cooling Business Opportunities 

As the number of data centers and usage grows, the adoption of liquid immersion cooling is expected to replace conventional tools and techniques used for cooling. It presents lucrative opportunities for expansion, service delivery, and sustainability. 

The adoption of liquid immersion cooling technologies enables organizations to 

  • Reduce carbon footprint 
  • Reduce energy usage and operational costs 
  • Mitigate global water shortage 
  • Increase core capacity and scalability 
  • Improve performance and equipment longevity 

By getting a holistic view of market drivers, available technologies, and potential benefits of this evolutionary technology, business leaders can improve their data center strategy and optimize operations to fulfill sustainability goals and achieve a competitive advantage. 

TMGcore, the Home of Immersion Computing 

TMGcore is an award-winning US-based provider of high-performance computing and mining solutions and a manufacturer of commercial-grade hardware specializing in liquid immersion cooling technology. 

With an emphasis on sustainability, efficiency, and innovation, we enable our customers to build next-generation high-performance compute installations that can be used in traditional spaces or on the edge. Our ComputeCore, CryptoCore, EdgeBox, and OTTO platforms and software solutions enable higher densities, better efficiencies, and lights-out operations wherever compute is needed.  

The future of data center cooling is here. Are you OTTO ready? Get in touch with us today to learn how we can help grow and future-proof your organization. 

Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Curabitur sed mi massa. Aenean ut rhoncus lacus. Mauris lorem neque, porttitor at vulputate in, euismod vulputate ligula.

Maecenas lacinia sem diam, at consectetur magna pretium nec. Curabitur semper orci sit amet viverra ultricies.

Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Curabitur sed mi massa. Aenean ut rhoncus lacus. Mauris lorem neque, porttitor at vulputate in, euismod vulputate ligula. Curabitur at velit sagittis, vehicula erat vel, condimentum elit. Maecenas consequat urna ut neque blandit vestibulum. Duis lacus arcu, euismod in vulputate in, blandit quis dolor. Cras sit amet turpis sed ex iaculis volutpat. Donec posuere posuere tortor, eget consectetur eros suscipit sit amet.

Sed a magna ac purus ornare porta. Maecenas ut facilisis risus, et volutpat felis. Nullam quis tempor purus. Praesent ornare posuere elementum. Mauris quis ex ante. Phasellus libero lorem, malesuada quis suscipit ac, aliquam sit amet arcu. Donec lacinia dui enim, vitae scelerisque nunc vestibulum vel. Fusce imperdiet elementum neque sed molestie. Donec ut feugiat orci. Etiam lacus nulla, blandit eget odio eget, consectetur finibus ligula. Sed quis orci consectetur, auctor leo vel, iaculis velit. Pellentesque vitae nisi lectus.