2 papers
cs.AR2026
BEACON: A Versatile Accelerator for Computational Pathology Applications
Sumanth Gudaparthi, Ananth Krishna Prasad, Lin Jia +2
While accelerators for AI have seen great commercial success, it is challenging to replicate that success for other specialized domains due to a number of factors. We make the case…
cs.DC2025
Eliminating Multi-GPU Performance Taxes: A Systems Approach to Efficient Distributed LLMs
Octavian Alexandru Trifan, Karthik Sangaiah, Muhammad Awad +5
As large language models (LLMs) continue to scale, their workloads increasingly rely on distributed execution across multiple GPUs. However, the conventional bulk synchronous paral…