Rui Yang

4th-year Ph.D. candidate@uva

rui_yang.jpeg

qgh4hm _at_

virginia.edu

Charlottesville, VA 22903

I’m a 4th-year PhD candidate at the University of Virginia. The primary aim of my research is to design practical, efficient, and user-friendly infrastructure systems that support data-hungry applications. My research interests lie in distributed systems and storage systems, with a current focus on uncovering the new potentials when the system invlves large scale processing, machine learning and storage. Specifically, I am working on (1) ML4Sotrage: improving existing storage and database systems through learned approaches; and (2) Sys4ML: designing better compute and storage systems for large sacle ML applications.

news

Jan 15, 2016 A simple inline announcement with Markdown emoji! :sparkles: :smile:
Nov 07, 2015 A long announcement with details
Oct 22, 2015 A simple inline announcement.

selected publications

  1. Preprint
    λScale: Enabling Fast Scaling for Serverless Large Language Model Inference
    Minchen Yu*Rui Yang*, Chaobo Jia, Zhaoyuan Su, Sheng Yao, Tingfeng Lan, Yuchen Yang, Yue Cheng, Wei Wang, Ao Wang, and Ruichuan Chen
    In 2025
  2. VLDB’24
    Algorithmic Complexity Attacks on Dynamic Learned Indexes
    Rui Yang, Evgenios M. Kornaropoulos, and Yue Cheng
    In 50th International Conference on Very Large Databases 2024