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AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Cisco: Latest news and insights 2026 network outage report and internet health check Selector targets the network visibility gap in multi-cloud infrastructure Top network and data center events of 2026 How AI is transforming network incident response (and where it still falls short) Google opens TPUs to enterprises beyond its own cloud via Blackstone JV AI, cybersecurity skills top IT pay premiums Startup Bolt Graphics promises 5x performance over Nvidia’s best GPU Wireless security is a battle of AI vs. AI NetOps teams look to AI to automate Day 2 operations Digital twins reshape network and data center management Network outages, power failures strain data center resiliency Five takeaways from Cisco's blowout quarter and what it means to customers Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking Startup SPAN teams with Nvidia to put data center nodes in your backyard Hard drive shortage affecting enterprise storage needs Wi-Fi 8 is closer than you think. Here’s what you need to know Cisco open-sources agentic AI security spec HPE revamps private cloud stack for enterprises rethinking VMware Versa takes aim at fragmented enterprise security with CSPM, orchestration update, and AI agent controls Red Hat opens Ansible to AI agents, within limits Red Hat offers endless Linux support — for a fee Red Hat: Sovereignty is more than just compliance Tech job postings hit three-year high as AI demand fuels hiring rebound HPE memory server targets compute-heavy and agentic AI workloads PCI group begins work on new spec to support bandwidth-hungry apps like AI, HPC Q&A: Quantum physicist Sonia Fernández-Vidal on why classical computing isn't going anywhere OpenAI-led consortium seeks to address AI processing bottlenecks AWS hit by US-East-1 outage after data center thermal event Gluware's Titan rises to meet Mythos network vulnerability challenge AMD launches AI-targeted PCIe cards for current servers Supply constraints, optical advances dominate Arista's Q1 Lumen advances cloud networking vision with $475M Alkira buy HPE bolsters autonomous network operations for Mist, Aruba Central Netskope launches AI agents for SOC and NOC automation Intel, behind in AI chips, bets on quantum and neuromorphic processors Switch storm coming: Gartner forecasts price hikes, long lead times for enterprise data center switches Extreme moves toward autonomous networking with advanced AI agent, management tools Broadcom bets big on VMware Cloud Foundation 9.1 IBM unveils its blueprint to help enterprises run AI at the core of their business Ruckus Networks on the move again, this time acquired by Belden for $1.85 billion AMD and Intel partner to deliver AI performance advancement Cisco grabs Astrix to secure AI agents Beyond the pitch: A look at Atlético Madrid's connected stadium StarlingX 12.0 is right on time for mixed-hardware edge deployments Cisco nerds out: May the Fourth be with your AI assistant Memory shortage and cost surge push enterprises toward the cloud Extreme Networks: Memory advantage, Wi-Fi 7 and competitive flux drive momentum Scenes from the great data center revolt Enterprise Spotlight: Transforming software development with AI When 170,000 people show up: Network refresh readies Churchill Downs for Kentucky Derby IT certification pay surges as noncertified skills slump QuEra claims quantum error correction breakthrough with 2-to-1 qubit ratio HPE expands ProLiant line with rugged edge servers Deconstructing the data center: A massive (and massively liberating) project Cisco bolsters security, AI support in latest SD-WAN release The era of chatbot AIOps is fading as agentic AI gains traction Auvik bets agentic AI can fill the networking skills gap AI data flows force rethink of data center networking at Backblaze Nvidia's 'AI insurance policy' balances immediate and future AI approaches Cirrascale to offer on-prem Google Gemini models Space data-center news: Roundup of extraterrestrial AI endeavors Network jobs watch: Hiring, skills and certification trends Cisco switch aimed at building practical quantum networks How AI is changing copper, fiber networking Almost 40% of data center projects will be late this year, 2027 looks no better It’s the end of set-and-forget security Google bets on workload-specific TPUs with 8t and 8i launch SUSE bets automated migration can break VMware's grip on virtualization How Zero Networks is closing the network enforcement gap for AI agents Cloudflare wants to rebuild the network for the age of AI agents AI fuels wireless talent shortage Broadcom's Facebook friend will help train it to accelerate AI workloads Data centers are costing local governments billions Equinix offering targets automated AI-centric network operations AI shifts IT roles from operator to orchestrator IBM unveils security services for thwarting agentic attacks, automating threat assessment Maine to put brakes on big data centers as AI expansion collides with power limits Satellite backhaul service Globalstar has a new, rich owner amid challenging market conditions DNS security is often inadequate, and network engineers should get more involved Curious about quantum? 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Nvidia unveils Vera Rubin platform targeting AI, HPC infrastructure
Andy Patrizio · 2026-06-23 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Nvidia packs Vera CPUs, Rubin GPUs, networking technologies, and software into a rack-mounted supercomputer.

Nvidia has formally launched the Vera Rubin platform, a combination CPU and GPU platform billed as a major step forward in the convergence of artificial intelligence and high-performance computing (HPC) for scientific research.

Announced at the ISC High Performance 2026 conference in Hamburg, the new platform combines Nvidia’s Vera CPUs, Rubin GPUs, networking technologies, and software stack into what the company describes as a rack-scale supercomputer. Nvidia is targeting scientific workloads, from climate modeling and computational fluid dynamics to quantum chemistry, energy exploration, and large data center operators.

“Nvidia’s roots are firmly planted in scientific computing, and native FP64 precision remains absolutely vital for accurate fluid dynamics, climate modeling, and geoscience,” said Dion Harris, senior director of HPC and AI factory solutions at Nvidia, on a conference call. “We are committed to maintaining that support moving forward.

At the heart of the platform is a tightly integrated architecture combining Nvidia Rubin GPUs and Vera CPUs linked through NVLink-C2C interconnects, ConnectX-9 SuperNICs, and BlueField-4 DPUs. The systems are built around direct liquid cooling and support up to 144 GPUs in a single rack.

Nvidia claims a fully configured Vera Rubin system can deliver more than seven exaflops of AI performance for scientific workloads alongside five petaflops of native double-precision (FP64) computing performance. That would put a Rubin system well ahead of the top supercomputers TOP500 ranking. Updated rankings are due later this week.

The Vera Rubin architecture increases memory bandwidth by 2.8 times compared to Blackwell, the previous generation GPU. “We are projecting up to four times performance boosts for memory-bound fluid dynamic applications,” said Harris. “With Rubin, we are ensuring that the fundamental mathematical workloads driving scientific discovery run faster, more efficiently, and with greater precision than ever before.”

The new platform is designed to support both traditional HPC simulations and emerging AI-driven scientific applications. Researchers will be able to train foundation models, deploy surrogate models, run simulations and perform real-time data analysis on a single infrastructure.

“AI is shifting from a tool that simply answers questions to an autonomous system that executes complex tasks,” said Harris. “Early data shows [agentic AI] increases simulation demand by up to ten times.”

Nvidia also announced that several leading research institutions announced plans to build next-generation systems based on the new architecture. The Leibniz Supercomputing Centre (LRZ) in Germany will deploy Vera Rubin in its upcoming Blue Lion supercomputer, scheduled to enter service in 2027.

Blue Lion is a second-generation exascale-class HPE Cray system, and it is expected to deliver approximately 30 times the computing power of LRZ’s current system, supporting research in astrophysics, environmental science and life sciences.

In the U.S., the National Energy Research Scientific Computing Center (NERSC) will use Vera Rubin technology in Doudna, the next flagship supercomputer for the Department of Energy at Lawrence Berkeley National Laboratory. This system is being built by Dell Technologies and will support large-scale HPC simulations, AI training and data-intensive research.

Meanwhile, Los Alamos National Laboratory has selected Vera Rubin technology for three new supercomputers: Mission, Vision and Veritas. Mission will focus on national security workloads, while Vision will support open scientific research and AI-driven discovery. Veritas is specifically designed to enable agentic AI applications in scientific research, combining Rubin GPUs with standalone Vera CPU partitions.

Vera Rubin NVL4-based systems from Dell and Super Micro were also announced at the event (see related story).

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