As agentic AI moves from experiments to real production workloads, a quiet but serious infrastructure problem is coming into ...

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 ...

Intel Shared GPU memory benefits LLMs Expanded VRAM pools allow smoother execution of AI workloads Some games slow down when the memory expands Intel has added a new capability to its Core Ultra ...

Support for unified memory across CPUs and GPUs in accelerated computing systems is the final piece of a programming puzzle that we have been assembling for about ten years now. Unified memory has a ...

Using part of main memory for the display system's frame buffers, which temporarily hold the rendered content being sent to the screen. Shared memory is typically used in PCs with "integrated graphics ...