04:00
2026-10-03
machinebrief.com
large-language-models
Denoising Surface: Modeling and Predicting Inference Cost for Diffusion LLM Serving
A new arXiv paper (2610.00499v1) proposes the Denoising Workload Surface (DWS), a two-dimensional block-step probability surface that predicts per-request inference cost for diffusion large language m…