Computer architects use two complementary techniques to improve cache performance: prefetching improves performance by selectively pulling the data most likely to be used into the cache before it is ...

Researchers at North Carolina State University have developed a new AI-assisted tool that helps computer architects boost processor performance by improving memory management. The tool, called ...

Abstract: We consider a basic cache network, in which a single server is connected to multiple users via a shared bottleneck link. The server has a database of files (content). Each user has an ...

1 Program in Applied Mathematics & Statistics, and Scientific Computation, University of Maryland, College Park 2 Department of Computer Science and Institute for Advanced Computer Studies, University ...

eLLM is designed to exploit the architectural strengths of CPUs for inference, and can outperform GPU-based inference on several key metrics: Based on the CPU server profile of "large memory, large ...

Kioxia might not be a household name for many PC enthusiasts, but the company is synonymous with "fast storage" in the server and datacenter world. The technologists at the Japanese multinational have ...

This repository is an educational yet hardcore exploration of FlashAttention built from scratch using OpenAI's Triton. It documents the architectural evolution from a naive block-wise implementation ...