You can’t cheaply recompute without re-running the whole model – so KV cache starts piling up Feature Large language model ...

Google researchers have revealed that memory and interconnect are the primary bottlenecks for LLM inference, not compute power, as memory bandwidth lags 4.7x behind.

The dynamic interplay between processor speed and memory access times has rendered cache performance a critical determinant of computing efficiency. As modern systems increasingly rely on hierarchical ...

SK Hynix overtakes Samsung in operating profit as its lead in AI-focused high-bandwidth memory reshapes South Korea’s chip ...

Walk into any modern AI lab, data center, or autonomous vehicle development environment, and you’ll hear engineers talk endlessly about FLOPS, TOPS, sparsity, quantization, and model scaling laws.

Developed a flexible cache simulator which implemented L1 cache, its Victim cache and L2 cache. Analyzed the performance of various memory hierarchy configurations with varying parameters and ...

TOKYO--(BUSINESS WIRE)--Kioxia Corporation, a world leader in memory solutions, today announced that the company’s research papers have been accepted for presentation at IEEE International Electron ...