How Will AI and ML Surge Reshape Data Center Infrastructures by 2028?

The digital revolution, spearheaded by the burgeoning fields of artificial intelligence (AI) and machine learning (ML), is catalyzing transformative change in how data centers are built and operated. As these technologies hunger for more processing power, data center physical infrastructures (DCPI) must evolve to meet the challenge. By 2028, the value of the DCPI market is expected to surpass $46 billion, propelled by an impressive compound annual growth rate of 11%. This surge underscores the industry’s effort to amplify data centers’ capabilities to handle the intensive computational demands of AI and ML. Such a growth trajectory signals not only a technological but also an infrastructural evolution in the realm of data storage and computation, ensuring the next generation of data centers is equipped to support the advanced requirements of these cutting-edge technologies.

Power and Cooling Innovations

To keep pace with the intense requirements of AI-driven applications, data center infrastructures are undergoing significant enhancements, particularly in power and cooling systems. Rack power densities, once content with 15 kW/rack, are on the brink of a dramatic escalation, estimated to rocket to 60–120 kW/rack. This upsurge is set to transform the prevalent air-cooled heat management traditions, ushering in the era of liquid cooling solutions. These more efficient and effective cooling strategies, indispensable for managing the heat produced by high-density server racks, are expected to flourish, with revenue predictions soaring past $3 billion by 2028.

Market Dynamics and Regional Growth

The majority of growth in the Data Center Physical Infrastructure (DCPI) market is expected to be driven primarily by Cloud and Colocation services, leveraging their vast scales and operational efficiencies for expansion. While the enterprise segment may see slower growth, substantial progress is predicted within regions like Asia Pacific (sans China), North America, and EMEA. In contrast, China and Latin America are on track for more modest advancements. Dell’Oro’s Lucas Beran refers to the current phase as a “calm before the storm,” indicating a time of strategic preparations across the industry. As the sector gears up for the incoming wave of Artificial Intelligence (AI), companies are bracing for the extensive infrastructure investments required to support the swift development anticipated in the AI space. This forward-looking stance embodies the industry’s readiness to tackle the imminent challenges and seize opportunities presented by the next technological frontier.

Explore more

How to Choose the Best Enterprise Deployment Strategy

The difference between a seamless software update and a catastrophic system failure often hinges on a choice made months before the first line of code ever reaches the production server. For large-scale organizations, the act of releasing software has evolved from a simple file transfer into a sophisticated exercise in risk mitigation and architectural orchestration. In the current landscape of

Production-Safe Testing Closes Critical Gaps in DevSecOps

High-speed software delivery pipelines have transformed modern business operations, but they have also created a dangerous illusion that security checks performed before a release are sufficient to protect a company against the chaos of the live web. This misconception leads many organizations to focus their entire security budget on the early stages of development, treating the moment of deployment as

JD.com Opens Seoul Office to Streamline Korean Exports

A Strategic Leap: The Pulse of Asian Commerce A physical storefront in Seoul now serves as the vital bridge for South Korean manufacturers who are desperate to tap into the insatiable appetite of millions of Chinese digital shoppers. The era of trade stagnation officially shifted recently, signaled by a sudden surge in consumer goods exports reaching $3.44 billion in the

Digital Innovation Transforms APAC Cross-Border Payments

A massive financial migration is currently underway as the Asia-Pacific region solidifies its role as the primary engine of the global economy, moving value across borders at a speed and scale previously thought impossible. This shift is not merely a technical update but a fundamental reimagining of how capital flows through the veins of international commerce. As the world watches,

AsiaPay and McDonald’s Vietnam Partner for Digital Payments

The rhythmic tapping of fingers on glass screens has replaced the familiar rustle of paper bills as Vietnam’s urban dining landscape undergoes a rapid technological evolution. In the heart of bustling Ho Chi Minh City and Hanoi, the Golden Arches are no longer just symbols of quick meals but hubs of high-speed financial interaction. This shift reflects a society where