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Intel and pals cram 36,864 CPU cores into a 100kW rack while chasing the agentic AI dragon
Intel is working with Foxconn and other infrastructure providers to develop rack-scale reference designs based on the chipmaker’s Xeon processors. Announced during Intel’s Computex keynote on Tuesday, these blueprints aim to provide greater CPU compute densities for running AI agents at scale. While AI models predominantly run on GPUs and other AI accelerators, the agent harnesses, like OpenClaw, which are used to connect them to tools, terminal shells, code interpreters, and other APIs,...
Nvidia CEO says has capacity to supply robust CPU and GPU growth
Nvidia CEO says has capacity to supply robust CPU and GPU growth TAIPEI, June 2 : Nvidia Chief Executive Jensen Huang said on Tuesday the company has enough supply to accommodate robust growth for central processing units (CPUs) as well as graphics processing units (GPUs). Huang was speaking at Nvidia's GTC press conference during Computex week in Taipei a day after the $5 trillion chip giant unveiled a new chip that processes artificial intelligence capabilities directly.
Arm says ByteDance, Oracle use its data centre CPU chips
Arm says ByteDance, Oracle use its data centre CPU chips TAIPEI, June 2 : Chinese tech company ByteDance and U.S. data centre firm Oracle are among the customers of Arm's AI data centre chips, the head of the chip designing firm said on Tuesday. Speaking at the annual Computex conference in Taipei, Arm CEO Rene Haas said ByteDance and Oracle are customers of AGI central processing units (CPUs).
AMD takes a third of server CPU market as shipments grow
Processor shipments declined by more than six percent during the first quarter of 2026, at least for the x86 world, with server CPUs bucking the trend and AMD in particular showing strong performance. These are the latest figures from Mercury Research’s PC Processor report, which tracks the ins and outs of the component markets. The firm says that the total volume of x86 processor chips shipped was lower during this quarter than the previous one, which is seasonally typical, but the...
AcOrch: Accelerating Sampling-based GNN Training under CPU-NPU Heterogeneous Environments
arXiv:2606.01161v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) have achieved remarkable success in various applications. Sampling-based GNN training, which conducts mini-batch training on sampled subgraphs, has become a promising solution for large-scale graphs. Given the resource-intensive nature of sampling-based GNN training, Neural Processing Units (NPUs), such as the Ascend AI processor, offer a promising alternative due to their high throughput and energy efficiency,...
Nvidia RTX Spark comes to Windows PCs with Arm CPU, RTX GPU, and unified memory
These days, Nvidia primarily sells AI data center products, and its traditional consumer devices feel like more of a side project. But the company occasionally still releases something designed for consumers. After a couple of years of rumors, Nvidia has announced an Arm-based chip designed to power Windows PCs.
Nvidia is proposing a beast of a CPU system for Windows PCs
https://twitter.com/lemire/status/2062880075117113739 Comments URL: https://news.ycombinator.com/item?id=48424605 Points: 32 # Comments: 52
GNStor: Design of GPU-Native High-Performance Remote All-Flash Array
arXiv:2606.04908v1 Announce Type: new Abstract: GPU has become the leading computing device for a wide range of data-intensive applications, which tightly collaborates with remote all-flash array (AFA) to accommodate ever-expanding datasets, facilitate multi-client data sharing, and guarantee fault tolerance. Although GPU is the center of computation, all I/O processes in existing GPU-AFA systems are still CPU-centric. CPU orchestrates remote I/O requests and executes a centralized AFA...