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WHTop → 📋 News → SLB Buys Kelvion in $4.1B Data Center Cooling Expansion Deal
SLB Buys Kelvion in $4.1B Data Center Cooling Expansion Deal
📅 - Global technology company SLB has agreed to acquire German thermal management specialist Kelvion in a $4.1 billion transaction, extending the oilfield technology group deeper into data center infrastructure as AI facilities strain power and cooling systems. The deal gives SLB a cooling business, but exposes it to a market where capacity forecasts, construction schedules, and capital intensity are moving fast.
The acquisition is an unusually direct move by SLB into equipment sitting inside one of the more difficult parts of the AI infrastructure buildout.
Cooling has become less peripheral as rack densities rise. SLB already has a data center business built around modular manufacturing, [...][... Check source for end of article ...]
📅 - VMware Expands From Virtualization Into Private AI Operations - Broadcom is pulling private AI deeper into VMware Cloud Foundation, combining new deployment automation, model services, GPU sharing and controls for autonomous agents in an effort to keep enterprise AI workloads close to data and infrastructure. The package broadens VMware's role beyond virtualization, but it also asks customers to place more strategic AI operations inside Broadcom's stack.
For VMware customers, there is a fairly blunt commercial logic here.
A lot of enterprise AI infrastructure is still being assembled beside existing IT rather than inside it. GPU servers arrive. New Kubernetes environments appear. Data science teams adopt model tooling. Security teams then discover [...]
📅 - Cloudflare Targets Automated Attacks With Adaptive Detection - Cloudflare has launched Adaptive Intelligence, a continuously retraining bot detection engine inside Cloudflare Bot Management, aiming to make automated attacks more expensive by changing defenses faster than attackers can adapt. The company says the system learns from traffic, rotates short lived detection rules, and analyzes behavior across time windows, but several promised capabilities are still being rolled out.
The interesting part is not the branding. It is Cloudflare's decision to treat bot defense less like a catalogue of permanent signatures and more like an adversarial feedback problem.
📅 - Debian 11 Support Ends, Hosting Providers Face Upgrade Risks - Debian 11 'Bullseye' has reached the end of Long Term Support, leaving hosting providers, enterprises, and infrastructure operators with a familiar but uncomfortable choice: migrate, pay for extended coverage, or keep unsupported systems online. From September, Debian no longer provides security updates for the release, turning an aging server estate into a measurable operational and security liability.
Bullseye arrived in August 2021. Five years later, the easy part is over.
The harder question is how much Debian 11 remains buried inside production infrastructure.
For large hosting operators, that could mean VPS templates, dedicated servers, customer-managed environments, internal [...]
📅 - Scaling DeepSeek-V3 Across Multi-GPU Nodes: The Bare Metal Performance Blueprint - FOR IMMEDIATE RELEASELONDON, UK – eServers, a leading provider of high-performance bare metal infrastructure and GPU-accelerated hosting in the UK, has released a comprehensive technical blueprint titled "Scaling DeepSeek-V3 Across Multi-GPU Nodes." The newly published guide provides AI agencies, researchers, and enterprise developers with a clear, step-by-step roadmap for deploying massive open-weights models without incurring exorbitant public cloud fees.
The release of DeepSeek-V3, featuring an astonishing 671 billion parameters and a highly efficient Mixture-of-Experts (MoE) architecture, has fundamentally disrupted the AI industry. However, serving
📅 - Azure Joins AWS Multicloud Network Model First Built With Google - AWS and Microsoft have opened managed private networking between their clouds, extending a multicloud framework AWS first unveiled with Google Cloud in 2025. The public preview lets enterprises provision AWS – Azure connectivity through cloud tooling for customers, reducing carrier coordination while giving hyperscalers more control over interconnection, resilience, encryption, monitoring, and the economics surrounding cross-cloud traffic.
For enterprises already operating across both platforms, this removes some familiar plumbing. Private AWS – Azure connectivity has typically meant coordinating cloud ports, physical circuits, routing, third-party connectivity providers, monitoring, [...]
📅 - Server Buyers Watch as Washington Weighs Broader Chip Tariffs - The Trump administration is considering broader semiconductor tariffs that could reach the servers filling U.S. data centers, according to Politico, potentially raising hardware costs just as operators are racing to add AI capacity. The proposal remains unsettled, but hosting companies, cloud providers, and data center developers may face another procurement variable beyond chips, power, land, and cooling.
Politico reported, citing eight people familiar with the discussions, that one approach under consideration would extend duties beyond semiconductors themselves to products containing them, potentially including laptops, gaming consoles, and data center servers. Commerce Secretary [...]
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