Inference needs memory: How context is becoming AI infrastructure

As enterprise AI becomes more complex, AI architectures can no longer treat context as temporary.
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 ...
Semiconductor Engineering

Four-Tier Memory Hierarchy for LLM Reasoning (USC, UW)

A new technical paper, “Not All Thoughts Need HBM: Semantics-Aware Memory Hierarchy for LLM Reasoning,” was published by researchers at USC and University of Wisconsin-Madison. “Reasoning LLMs produce ...
The Next Platform

Cache Is King

The gap between the performance of processors, broadly defined, and the performance of DRAM main memory, also broadly defined, has been an issue for at least three decades when the gap really started ...
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, ...
The Next Platform

cache hierarchy

The gap between the performance of processors, broadly defined, and the performance of DRAM main memory, also broadly defined, has been an issue for at least three decades when the gap really started ...