IEEE

Efficient KV Cache Spillover Management on Memory-Constrained GPU for LLM Inference

Abstract: The rapid growth of model parameters presents a significant challenge when deploying large generative models on GPU. Existing LLM runtime memory management solutions tend to maximize batch ...
EDN

Last-level cache has become a critical SoC design element

LLC, positioned between external memory and internal subsystems, stores frequently accessed data close to compute resources.
Reuters

AI's memory chip champion has a value problem

LONDON, Feb 20 (Reuters Breakingviews) - Not long ago, memory chip makers were in crisis. A post-pandemic supply glut in 2023 pushed prices into freefall, wiping out operating profits across the ...
IEEE

MRAM-Based Cache and In-Memory Computing

Abstract: The rapid advancement in semiconductor technology has led to a significant gap between the processing capabilities of CPUs and the access speeds of memory, presenting a formidable challenge ...