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 ...
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 ...
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 ...

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 ...
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 ...
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 ...