2024

FPGA-based SmartNIC for Distributed Machine Learning

Hongyu Hè

MSc thesis

GitHub stars GitHub forks

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( Best grade: 6 out of 6 :tada:)


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)

GitHub stars GitHub forks

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( Media coverage )

2023

PerOS: Personalized Self-Adapting Operating Systems in the Cloud

Hongyu Hè

arXiv, cs.HC

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(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)

GitHub stars GitHub forks

Extended talk and slides: [ | ]

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( 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)

GitHub stars GitHub forks

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(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

arXiv, cs.LG

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2022

In Vitro Serverless Clusters

Hongyu Hè

tech report

GitHub stars GitHub forks

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( 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

BSc thesis

GitHub stars GitHub forks

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( Amsterdam thesis award )

2020

Tab2Know: Building a Knowledge Base from Tables in Scientific Papers

Benno Kruit, Hongyu Hè, and Jacopo Urbani

ISWC ‘20

GitHub stars GitHub forks

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