Nvidia DGX Spark’s tiny chassis hides extreme AI processing power

Nvidia DGX Spark’s tiny chassis hides extreme AI processing power that challenges traditional workstations and desktop setups ...
AEC Magazine

Why GPU memory matters for CAD, viz and AI

Why GPU memorymatters for CAD,viz and AI. Even the fastest GPU can stall if it runs out of memory. CAD, BIM visualisation, and AI workflows often demand more than you think, and it all adds up when ...
Semiconductor Engineering

Efficient Multi-GPU Shared Memory via Automatic Optimization of Fine-Grained Transfers

Harini Muthukrishnan (U of Michigan); David Nellans, Daniel Lustig (NVIDIA); Jeffrey A. Fessler, Thomas Wenisch (U of Michigan). Abstract—”Despite continuing research into inter-GPU communication ...
insideHPC

Mark Harris on Using Shared Memory in CUDA C/C++

Over at the Parallel for All blog, Mark Harris writes that Shared memory is a powerful feature for writing well optimized CUDA code. Access to shared memory is much faster than global memory access ...
Guru3D.com

Intel Arc Driver Update Lets Integrated GPUs Use Up to 87% of System RAM

Intel’s latest Arc graphics driver, version 32.0.101.6987, brings a feature that will interest anyone relying on integrated graphics in certain Core Ultra laptops and desktops. The new setting, called ...
The Next Platform

Sizing Up AWS “Blackwell” GPU Systems Against Prior GPUs And Trainiums

This week, Amazon Web Services announced the availability of its first UltraServer pre-configured supercomputers based on Nvidia’s “Grace” CG100 CPUs and its “Blackwell” B200 GPUs in what is called a ...

How agentic AI can strain modern memory hierarchies

In effect, memory becomes a record of the agent's reasoning process, where any prior node may be recalled to inform future ...