2024
FPGA-based SmartNIC for Distributed Machine Learning
Hongyu Hè
( Best grade: 6 out of 6 
)
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
arXiv, cs.CV (to appear in ECCV ’24)
( Media coverage )
2023
PerOS: Personalized Self-Adapting Operating Systems in the Cloud
Hongyu Hè
(Some random thoughts on the future of ML-augmented OSes.)
EnergAt: Fine-Grained Energy Attribution for Multi-Tenancy
Hongyu Hè, Michal Friedman, Theodoros Rekatsinas
HotCarbon ’23 (held with OSDI ’23)
Extended talk and slides: [ | ]
( Adopted by Trycarbonara, Media coverage by GSF )
Enabling In-Vitro Serverless Systems Research
Dmitrii Ustiugov, Dohyun Park, Lazar Cvetković, Mihajlo Djokic, Hongyu Hè, Boris Grot, Ana Klimovic
WORDS ’23 (held with SOSP ’23)
(See my tech report and issues we uncovered in Azure traces!)
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies
Hongyu Hè, Marko Kabic
2022
In Vitro Serverless Clusters
Hongyu Hè
( Artifact adopted by Prof. Christina Delimitrou’s group)
2021
How Can Datacenters Join the Smart Grid to Address the Climate Crisis? Using simulation to explore power and cost effects of direct participation in the energy market
Hongyu Hè
2020
Tab2Know: Building a Knowledge Base from Tables in Scientific Papers
Benno Kruit, Hongyu Hè, and Jacopo Urbani
 |
 |
