2 papers
cs.DC2024
AI Surrogate Model for Distributed Computing Workloads
David K. Park, Yihui Ren, Ozgur O. Kilic +18
Large-scale international scientific collaborations, such as ATLAS, Belle II, CMS, and DUNE, generate vast volumes of data. These experiments necessitate substantial computational…
cs.LG2024
Learning Generalizable Program and Architecture Representations for Performance Modeling
Lingda Li, Thomas Flynn, Adolfy Hoisie
Performance modeling is an essential tool in many areas, including performance characterization/optimization, design space exploration, and resource allocation problems, to name a…