Breaking through AI’s memory wall with token warehousing

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

PC hardware makers Zotac warn memory shortages "raise concerns about the very survival of graphics card manufacturers"

Zotac Korea say ongoing memory shortages and the subsequent component price hikes are an existential threat to graphics card ...
SDxCentral

The 5 unlikely winners of the memory chip shortage

With firms looking increasingly unable to buy more memory chips, squeezing every last drop of performance from existing ...
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 ...
Ars Technica

Testing shows why the Steam Machine’s 8GB of graphics RAM could be a problem

But there’s one spec that has caused some concern among Ars staffers and others with their eyes on the Steam Machine: The GPU comes with just 8GB of dedicated graphics RAM, an amount that is steadily ...
TweakTown

Meta's huge 16,384 NVIDIA H100 AI GPU cluster: HBM3 memory crashed half of Llama 3 training

Meta released a new study detailing its Llama 3 405B model training, which took 54 days with the 16,384 NVIDIA H100 AI GPU cluster. During that time, 419 unexpected component failures occurred, with ...

DeepSeek’s Engram Conditional Memory Shows How to Reduce AI Compute Waste

DeepSeek's new Engram AI model separates recall from reasoning with hash-based memory in RAM, easing GPU pressure so teams ...
TMCnet

How to rent a GPU server for AI, rendering, and heavy compute tasks

Modern compute-heavy projects place demands on infrastructure that standard servers cannot satisfy. Artificial intelligence training, 3D rendering, real-time video processing, and large-scale ...