New KV cache compaction technique cuts LLM memory 50x without accuracy loss

MIT researchers developed Attention Matching, a KV cache compaction technique that compresses LLM memory by 50x in seconds — ...
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.
Nature

Cache Performance and Memory Hierarchy Optimization

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 ...
Semiconductor Engineering

Redesigning Core and Cache Hierarchy For A General-Purpose Monolithic 3D System

A technical paper titled “RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory” was published by researchers at ETH Zürich, KMUTNB, ...
EDN

Cache and Memory Hierarchy Design

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 ...
ExtremeTech

New cache organization scheme could dramatically improve performance, power consumption

A new proposal could boost cache efficiency and performance significantly, at the very time we need it most. Will CPU designers bite? Share on Facebook (opens in a new window) Share on X (opens in a ...
PC World

How does CPU memory cache work?

In the eighties, computer processors became faster and faster, while memory access times stagnated and hindered additional performance increases. Something had to be done to speed up memory access and ...