Data Center Knowledge

Data Center Knowledge

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News and analysis on data centers, infrastructure, and the data economy supporting Big Data workloads.

Hyperscale Growth Shifts Inland as AI Drives Power Demand
NewsApr 13, 2026

Hyperscale Growth Shifts Inland as AI Drives Power Demand

AI‑driven workloads are reshaping U.S. hyperscale data‑center growth, moving new builds inland where power is abundant. Texas and the Midwest, which already host about a third of existing capacity, are projected to capture over half of the upcoming development pipeline....

By Data Center Knowledge
AMD: Memory, Not Compute, Is the Next Bottleneck in AI Data Centers
NewsApr 13, 2026

AMD: Memory, Not Compute, Is the Next Bottleneck in AI Data Centers

AMD’s latest blog highlights memory—not compute—as the emerging bottleneck in AI data centers, emphasizing that data movement now drives performance and power limits. The company promotes LPDDR5X, a low‑voltage mobile memory now adapted for servers, claiming superior performance‑per‑watt compared with...

By Data Center Knowledge
Smartphones as Micro Data Centers: A Creative Edge Solution?
NewsApr 10, 2026

Smartphones as Micro Data Centers: A Creative Edge Solution?

Researchers propose linking ordinary smartphones into a pooled cluster that functions as a miniature data center, aggregating CPU, memory and storage. The concept targets edge workloads, especially AI inference, by leveraging the locational flexibility and low cost of repurposed devices....

By Data Center Knowledge
The Rise of Data Centers Brings Environmental Permitting Challenges and Litigation Risk
NewsApr 9, 2026

The Rise of Data Centers Brings Environmental Permitting Challenges and Litigation Risk

Data centers are booming as generative AI drives an estimated $7 trillion in global capital spending by 2030. The Trump administration’s Executive Order 14318 and related federal permits aim to accelerate construction, but state and local governments are pushing back over...

By Data Center Knowledge
AI’s Next Bottleneck: Capital Crunch and Bridge Loans
NewsApr 9, 2026

AI’s Next Bottleneck: Capital Crunch and Bridge Loans

AI infrastructure builders are turning to short‑term bridge loans as traditional financing stalls, with Forum Markets pledging up to $50 million for Nvidia GPU purchases. The loans, lasting 60‑120 days, aim for mid‑teen annualized returns and include a pre‑arranged takeout from...

By Data Center Knowledge
Chevron-Microsoft Talks Hint at the Future of AI Power Infrastructure
NewsApr 8, 2026

Chevron-Microsoft Talks Hint at the Future of AI Power Infrastructure

Chevron, Microsoft and investment firm Engine No. 1 have entered an exclusivity agreement to explore a multibillion‑dollar natural‑gas power plant in West Texas. The proposed facility, estimated at $7 billion, would deliver roughly 2,500 MW—enough to power a large AI‑focused data‑center campus. While...

By Data Center Knowledge
TikTok Doubles Down on Finland With Second €1B Data Center
NewsApr 8, 2026

TikTok Doubles Down on Finland With Second €1B Data Center

TikTok announced a €1 billion ($1.16 billion) investment to build a new data center in Lahti, Finland, marking its second major facility in the country after a similar spend in Kouvola. The Lahti site will start with 50 MW of power capacity and...

By Data Center Knowledge
Anthropic Secures Multi-Gigawatt TPU Deal With Google, Broadcom
NewsApr 8, 2026

Anthropic Secures Multi-Gigawatt TPU Deal With Google, Broadcom

Anthropic has signed a multi‑gigawatt agreement with Google and Broadcom to secure next‑generation TPU capacity, with roughly 3.5 GW slated for deployment beginning in 2027. The deal expands Anthropic’s previously announced $50 billion domestic compute investment and reflects a shift toward utility‑style...

By Data Center Knowledge
Intel, SambaNova Bet on Split Inference as Agentic AI Strains GPUs
NewsApr 8, 2026

Intel, SambaNova Bet on Split Inference as Agentic AI Strains GPUs

Intel and SambaNova announced a heterogeneous inference architecture designed for agentic AI workloads, dividing tasks among GPUs for prompt prefill, SambaNova’s reconfigurable dataflow units (RDUs) for token decode, and Intel Xeon 6 CPUs for orchestration. The three‑tier model aims to alleviate...

By Data Center Knowledge
Intel Joins Musk’s Terafab as AI Compute Race Expands to Space
NewsApr 7, 2026

Intel Joins Musk’s Terafab as AI Compute Race Expands to Space

Intel announced its participation in Elon Musk’s Terafab initiative, a joint effort with Tesla, SpaceX and xAI to build massive AI chip capacity. The project targets producing one terawatt of compute per year, leveraging Intel’s design, fabrication and advanced packaging...

By Data Center Knowledge
Nutanix Targets Neocloud AI Economics With Platform Push
NewsApr 7, 2026

Nutanix Targets Neocloud AI Economics With Platform Push

Nutanix announced a major upgrade to its Nutanix Cloud Platform, branding it for the "agentic AI era" where autonomous workloads generate unpredictable demand. The rollout adds bare‑metal Kubernetes (NKP Metal), multi‑tenant AI tooling via SP Central, and deeper integrations with NetApp, Cisco...

By Data Center Knowledge
Cold-Climate Data Centers: The Next Hot Thing in Data Center Growth
NewsApr 7, 2026

Cold-Climate Data Centers: The Next Hot Thing in Data Center Growth

Cold‑climate data centers exploit naturally low ambient temperatures to provide free cooling, dramatically lowering power and water consumption. Operators such as atNorth, Facebook, and Google have already deployed facilities in Iceland, Sweden, and Finland, demonstrating cost and sustainability gains. The...

By Data Center Knowledge
IBM, Arm Target Enterprise AI With Mixed-Architecture Approach
NewsApr 6, 2026

IBM, Arm Target Enterprise AI With Mixed-Architecture Approach

IBM and Arm announced a partnership to run Arm‑native applications on IBM Z mainframes and LinuxOne servers through a shared software layer and virtualization. The solution lets enterprises deploy AI workloads across both architectures without rewriting code, preserving the uptime,...

By Data Center Knowledge
Neocloud Storm Gathers as Data Center Deals Stall Over Credit Risk
NewsApr 6, 2026

Neocloud Storm Gathers as Data Center Deals Stall Over Credit Risk

Neocloud providers are finding that aggressive pricing, long‑term terms and prepaid fees no longer secure colocation capacity. Providers now demand investment‑grade credit and solid utilization visibility, turning lease underwriting into a project‑finance exercise. Even premium rates of $155‑$160 per kW...

By Data Center Knowledge
Is Multi-Line Insurance a Better Fit for Data Centers?
NewsApr 3, 2026

Is Multi-Line Insurance a Better Fit for Data Centers?

Data centers confront property, cyber and liability risks, prompting insurers to offer multi‑line bundles that combine these exposures into a single contract. Recent launches by Aon, FM Global and ATA illustrate growing capacity for such packages. Multi‑line policies can lower...

By Data Center Knowledge
Knocking on Quantum’s Door: QuiX Claims Photonic Error Reduction Breakthrough
NewsApr 2, 2026

Knocking on Quantum’s Door: QuiX Claims Photonic Error Reduction Breakthrough

QuiX Quantum announced the first below‑threshold error mitigation on a photonic quantum computer, using a 20‑mode processor and a photon‑distillation gate. The technique achieved a 2.2× reduction in photon‑indistinguishability error and a net 1.2× overall system‑error decrease. Collaborators include NASA’s...

By Data Center Knowledge
New Data Center Developments: April 2026
NewsApr 2, 2026

New Data Center Developments: April 2026

Data center capital spending is surging worldwide, with the six largest U.S. hyperscalers projected to invest about $700 billion in 2026, a six‑fold increase from 2022. Major projects include Meta’s $10 billion, 1 GW El Paso facility slated for 2028, a 900 MW AI center...

By Data Center Knowledge
Gridlocked: How Power Constraints Are Shaping the Future of Data Centers
NewsApr 1, 2026

Gridlocked: How Power Constraints Are Shaping the Future of Data Centers

Power availability, not land or capital, is now the primary constraint on U.S. data‑center expansion. The Department of Energy estimates that half of the 100 GW of new peak capacity needed by 2030 will be driven by data centers, while developers...

By Data Center Knowledge
Leadership Updates: Key Data Center & Cloud Appointments (Q2 2026)
NewsApr 1, 2026

Leadership Updates: Key Data Center & Cloud Appointments (Q2 2026)

The data center and cloud sectors are undergoing a wave of senior‑level appointments as operators scale to meet surging hyperscale, AI and sustainability demands. Stream Data Centers promoted Michael Lahoud to CEO, while Prime Data hired power veteran John Bates...

By Data Center Knowledge
North American Data Center Growth Shifts Toward Execution, Not Expansion
NewsMar 31, 2026

North American Data Center Growth Shifts Toward Execution, Not Expansion

The North American data center market is moving from pure scale‑driven expansion to a phase where execution risk and delivery pathways dominate. Metro Atlanta has emerged as the fastest‑growing U.S. market, while Virginia’s once‑dominant hub is fragmenting under regulatory and...

By Data Center Knowledge
Inside the Push to Bring DC Power to Data Centers
NewsMar 30, 2026

Inside the Push to Bring DC Power to Data Centers

The Current/OS Foundation and the Open Direct Current Alliance have signed an MoU to coordinate technical work on DC power distribution for data centers. Their collaboration aims to create unified standards, leveraging IEC circuit‑breaker rules and upcoming NFPA code updates,...

By Data Center Knowledge
Is Microfluidics Ready to Cool the Next Generation of Data Centers?
NewsMar 30, 2026

Is Microfluidics Ready to Cool the Next Generation of Data Centers?

Data centers face localized hot spots that conventional air cooling cannot efficiently address, prompting interest in microfluidic cooling that routes liquid through microscopic channels etched into silicon. Demonstrations show temperature reductions of up to 80% compared with air, promising higher...

By Data Center Knowledge
Rebellions Raises $400M to Scale AI Inference, Targets US Expansion
NewsMar 30, 2026

Rebellions Raises $400M to Scale AI Inference, Targets US Expansion

South‑Korea‑based AI hardware startup Rebellions announced a $400 million pre‑IPO round, bringing its total funding to $850 million and valuing the company at roughly $2.34 billion. The financing underlines a market pivot from model training to AI inference, where power efficiency and cost...

By Data Center Knowledge
Veritone Leans Into Oracle Cloud to Scale AI Data Pipelines
NewsMar 26, 2026

Veritone Leans Into Oracle Cloud to Scale AI Data Pipelines

Veritone announced a multi‑year agreement to migrate its core AI workloads, including aiWARE, Data Refinery, and Data Marketplace, to Oracle Cloud Infrastructure. The move aims to boost performance, security, and global scalability as the company tackles massive unstructured data volumes....

By Data Center Knowledge
Europe’s Digital Networks Act: A Foundation for the AI-Driven Economy
NewsMar 25, 2026

Europe’s Digital Networks Act: A Foundation for the AI-Driven Economy

The European Commission introduced the Digital Networks Act (DNA) in January 2026 to replace the 2018 Electronic Communications Code and modernize EU telecom rules. The legislation targets accelerated deployment of 5G/6G, fiber, and secure, resilient infrastructure to meet soaring AI‑driven...

By Data Center Knowledge
Equinix Targets Talent Gap as AI Infrastructure Demand Surges
NewsMar 25, 2026

Equinix Targets Talent Gap as AI Infrastructure Demand Surges

Equinix announced a global expansion of its workforce‑development initiatives to address the growing talent shortage in data‑center operations as AI demand accelerates. The company is scaling its Pathways to Tech program, launching a Data Center Technician Training Coalition in Brazil,...

By Data Center Knowledge
Vertiv Targets AI Cooling Bottleneck with ThermoKey Deal
NewsMar 24, 2026

Vertiv Targets AI Cooling Bottleneck with ThermoKey Deal

Vertiv announced it will acquire Italy‑based heat‑exchanger specialist ThermoKey, extending its reach across the entire thermal chain of AI‑intensive data centers. The deal targets the emerging bottleneck of facility‑level heat rejection as power densities rise, shifting focus from chip‑level cooling...

By Data Center Knowledge
Australia Puts AI Data Centers on Notice With New Approval Rules
NewsMar 24, 2026

Australia Puts AI Data Centers on Notice With New Approval Rules

Australia has introduced a national framework that ties AI data‑center approvals to renewable‑energy investment, grid upgrades, water stewardship and local economic impact. The policy shifts from a market‑driven, speed‑focused model to one where compliance with national priorities determines access to...

By Data Center Knowledge
How Stadium Data Centers Power Fans, Operations, and Broadcast
NewsMar 23, 2026

How Stadium Data Centers Power Fans, Operations, and Broadcast

Stadiums hosting the 2026 FIFA World Cup are deploying dual data‑center architectures—one for everyday IT services and another for high‑bandwidth media production. Cisco’s IP Fabric for Media and HPE’s Mist AI platform enable ultra‑low‑latency 100 Gbps video streams and AI‑driven network...

By Data Center Knowledge
Super Micro Indictment Highlights AI Infrastructure Supply Chain Risks
NewsMar 23, 2026

Super Micro Indictment Highlights AI Infrastructure Supply Chain Risks

A federal indictment alleges Super Micro executives facilitated moving Nvidia AI chips to China, prompting co‑founder Yih‑Shyan Liaw's resignation. The case highlights the clash between soaring AI hardware demand, tightening export controls, and supply‑chain integrity. Analysts warn that reliance on...

By Data Center Knowledge
Nokia Sets Early Wi-Fi 9 Vision Around AI, Real-Time Connectivity Demands
NewsMar 20, 2026

Nokia Sets Early Wi-Fi 9 Vision Around AI, Real-Time Connectivity Demands

Nokia has announced an early vision for Wi‑Fi 9 that shifts the focus from peak‑throughput to deterministic, low‑latency performance required by AI‑driven and immersive applications. The company targets sub‑10 ms bounded latency, multi‑gigabit delivery under load, and energy‑per‑bit efficiency, positioning Wi‑Fi 9 as...

By Data Center Knowledge
A Buyer’s Guide to Data Center Colocation Space
NewsMar 20, 2026

A Buyer’s Guide to Data Center Colocation Space

The guide breaks down colocation fundamentals, from renting rack space and power to the responsibilities of hardware setup and management. It explains pricing models—monthly, pay‑as‑you‑go, or long‑term contracts—and how space is measured in rack units, with half‑ or full‑rack options...

By Data Center Knowledge
Ampere Expands European Cloud Footprint Amid Sovereign Cloud Demand
NewsMar 19, 2026

Ampere Expands European Cloud Footprint Amid Sovereign Cloud Demand

Ampere Computing is rolling out its Arm‑based AmpereOne and AmpereOne M processors across Europe, adding new cloud instances on hyperscale provider Oracle and regional players such as Scaleway, Glesys, CloudSigma, C41.ch and Hetzner. The expansion targets AI inference workloads, power‑limited environments...

By Data Center Knowledge
Germany’s Data Center Market Expands Amid Power, Regulatory Pressures
NewsMar 18, 2026

Germany’s Data Center Market Expands Amid Power, Regulatory Pressures

Germany’s data‑center market is entering a rapid expansion phase as AI, 5G and cloud workloads drive demand across the country. Frankfurt remains the dominant hub with about 745 MW of live IT load and 542 MW under construction, while Berlin is emerging...

By Data Center Knowledge
Hyperscaler Capex Snowballs Toward $700B as Firms Stage AI Builds
NewsMar 17, 2026

Hyperscaler Capex Snowballs Toward $700B as Firms Stage AI Builds

Moody’s forecasts that the six largest U.S. hyperscalers will spend about $700 billion on capital expenditures in 2026, roughly six times the 2022 level. The spending surge is driven by exploding demand for AI compute capacity to train models and support...

By Data Center Knowledge
Meta, Nebius Sign $27B Deal to Power Nvidia Vera Rubin Deployments
NewsMar 16, 2026

Meta, Nebius Sign $27B Deal to Power Nvidia Vera Rubin Deployments

Meta and Nebius Group have inked a five‑year infrastructure supply agreement valued at up to $27 billion. Nebius will deliver roughly $12 billion of dedicated AI compute built on Nvidia’s upcoming Vera Rubin platform, with new clusters slated for early 2027. Meta...

By Data Center Knowledge
Preparing Enterprise Data Centers for AI Adoption
NewsMar 13, 2026

Preparing Enterprise Data Centers for AI Adoption

A 2025 McKinsey forecast puts AI‑related IT infrastructure spending at nearly $7 trillion through 2030, with $3 trillion earmarked for data‑center capacity. Enterprises must juggle this surge with traditional workloads, requiring distinct strategies for power‑intensive AI training and latency‑critical AI inference. Training...

By Data Center Knowledge
CoreWeave’s Flexible AI Cloud Pricing Model Signals Strategic Shift
NewsMar 10, 2026

CoreWeave’s Flexible AI Cloud Pricing Model Signals Strategic Shift

CoreWeave unveiled a flexible AI‑cloud pricing suite that adds “Flex Reservations” and “Spot” instances to its existing reserved and on‑demand options. The new tiers let customers pay a reduced holding fee for guaranteed capacity ceilings and use‑based rates only when...

By Data Center Knowledge
Building the Foundations of AI Cities: Lessons in Infrastructure, Energy, and Efficiency
NewsMar 6, 2026

Building the Foundations of AI Cities: Lessons in Infrastructure, Energy, and Efficiency

AI’s exponential compute needs are outpacing traditional data‑center infrastructure, especially in legacy hubs like Northern Virginia. Operators are now targeting locations where clean power, talent, and renewable resources converge, birthing “AI cities” that embed digital infrastructure into urban planning. Rio...

By Data Center Knowledge
RDHx: A Simple, Affordable Path to Lower Data Center Energy Use
NewsMar 6, 2026

RDHx: A Simple, Affordable Path to Lower Data Center Energy Use

Rear‑door heat exchangers (RDHx) replace traditional rack doors with liquid‑cooled coils, capturing server exhaust at the source. By moving heat to a closed‑loop liquid circuit, RDHx reduces reliance on room‑level mechanical cooling and can enable higher supply‑air temperatures. The technology...

By Data Center Knowledge
How Data Centers Rewrite the Playbook for Building Protection
NewsMar 2, 2026

How Data Centers Rewrite the Playbook for Building Protection

Data center construction is shifting toward vertical, multi‑story facilities, driving stricter fire‑protection, corrosion control, and flooring requirements. Builders are increasingly using modular, factory‑applied protective coatings to ensure consistent performance and accelerate schedules, especially in rural sites with harsh environmental exposure....

By Data Center Knowledge
AI ‘Virtual Residents’ Offer Early Read on Data Center Sentiment
NewsFeb 27, 2026

AI ‘Virtual Residents’ Offer Early Read on Data Center Sentiment

University of California, Riverside researchers deployed large‑language‑model agents as “virtual residents” to capture community sentiment on data‑center proposals early in the planning cycle. The AI agents consistently highlighted water consumption, utility costs and electricity demand as primary concerns, while identifying...

By Data Center Knowledge
Retrofits Vs. Rebuilds: Approaches to Adapting Legacy Data Centers for AI
NewsFeb 26, 2026

Retrofits Vs. Rebuilds: Approaches to Adapting Legacy Data Centers for AI

The surge in AI workloads is prompting data‑center operators to consider retrofitting legacy facilities rather than constructing purpose‑built AI campuses. Retrofitting can accelerate deployment, lower capital outlay, and improve sustainability, but it hinges on upgrading power delivery, cooling capacity, rack...

By Data Center Knowledge
Retrofits Vs. Rebuilds: Approaches to Adapting Legacy Data Centers for AI
NewsFeb 26, 2026

Retrofits Vs. Rebuilds: Approaches to Adapting Legacy Data Centers for AI

The AI boom is driving demand for massive compute capacity, prompting operators to consider both new purpose‑built AI data centers and upgrades to existing facilities. Retrofitting legacy data centers can be faster, cheaper, and more sustainable, but only if power,...

By Data Center Knowledge
How Data Centers Are Adapting to Extreme Weather
NewsFeb 25, 2026

How Data Centers Are Adapting to Extreme Weather

U.S. data‑center operators are confronting a surge in extreme weather events, from floods and wildfires to record heat and cold spells. Scenario analyses from S&P Global and the World Economic Forum estimate climate‑driven costs could equal 9.5% of total data‑center...

By Data Center Knowledge
Urban Vs. Rural: Why Data Centers Are Built Where They Are
NewsFeb 20, 2026

Urban Vs. Rural: Why Data Centers Are Built Where They Are

Data center development in the United States is moving beyond the traditional urban corridors of Northern Virginia, Silicon Valley, and Chicago. Expanding power capacity, new long‑haul fiber routes, and aggressive state incentives are making rural states such as Pennsylvania, Louisiana,...

By Data Center Knowledge
UAE Data Centers: Powering the Middle East’s AI and Cloud Revolution
NewsFeb 19, 2026

UAE Data Centers: Powering the Middle East’s AI and Cloud Revolution

The United Arab Emirates is rapidly emerging as a pivotal data‑center hub for the Middle East and Africa, with live capacity surpassing 376 MW in 2025. Hyperscale players such as Microsoft, G42, and OpenAI are expanding AI‑focused facilities, targeting an additional...

By Data Center Knowledge
Google Teams Up with CTC Global for Grid Intelligence
NewsFeb 18, 2026

Google Teams Up with CTC Global for Grid Intelligence

Google Cloud and Alphabet’s moonshot project Tapestry have deepened their partnership with CTC Global to launch GridVista, an observability platform that embeds optical‑fiber sensors in transmission conductors. The system delivers real‑time strain, temperature and vibration data, feeding it into Google...

By Data Center Knowledge
Edge Data Centers Vs. Edge Devices: When to Use Each
NewsFeb 18, 2026

Edge Data Centers Vs. Edge Devices: When to Use Each

Edge computing can be delivered via purpose‑built edge data centers or through distributed edge devices such as gateways, sensors, and consumer hardware. Data centers provide consolidated compute, storage, and robust security for high‑throughput, latency‑sensitive workloads, while devices excel at mobile,...

By Data Center Knowledge