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Systems & networking

Researching next-generation systems and networks that power reliable, scalable, and efficient computing.

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Published Date

Publication

Heterogeneous Acceleration Pipeline for Recommendation System Training

Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant Nair

April 2022

arXiv preprint | April 2022

Publication

Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond

Jonathan Godwin, Michael Schaarschmidt, Alexander Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Veličković, James Kirkpatrick, Peter Battaglia

ICLR 2022 | April 2022

Publication

Unlocking the Power of Inline Floating-Point Operations on Programmable Switches

Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim

USENIX NSDI 2022 | April 2022

Project

Publication

NetVRM: Virtual Register Memory for Programmable Networks

Hang Zhu, Tao Wang, Yi Hong, Dan R. K. Ports, Anirudh Sivaraman, Xin Yang

USENIX NSDI 2022 | April 2022

Project

Publication

Enabling IoT Self-Localization Using Ambient 5G Signals

Suraj Jog, Junfeng Guan, Sohrab Madani, Ruochen Lu, Songbin Gong, Deepak Vasisht, Haitham Hassanieh

NSDI’22 | April 2022

Publication

Backpressure Flow Control

Prateesh Goyal, Preey Shah, Kevin Zhao, Georgios Nikolaidis, Mohammad Alizadeh, Thomas E. Anderson

USENIX NSDI | April 2022

Publication

Spot Virtual Machine Eviction Prediction in Microsoft Cloud

Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

WWW’22 Companion | April 2022

Publication

Truthful Online Scheduling of Cloud Workloads under Uncertainty

Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-Wai Wong

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

Project Project

Publication

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers

Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica

USENIX NSDI | April 2022

Github Project Project

Systems & networking

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