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Systems & networking

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

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GridSFM: A new, small foundation model for the electric grid

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Project Silica’s advances in glass storage technology

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Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

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Published Date

Publication

Modular control plane verification via temporal invariants

Timothy Alberdingk Thijm, Ryan Beckett, Aarti Gupta, David Walker

Programming Language Design and Implementation | June 2023

Publication

Virtual Machine Allocation with Lifetime Predictions

Hugo Barbalho, Patricia Kovaleski, Beibin Li, Luke Marshall, Marco Molinaro, Abhisek Pan, Eli Cortez, Matheus Leao, Harsh Patwari, Zuzu Tang, Tamires Santos, Larissa Rozales Gonçalves, David Dion, Thomas Moscibroda, Ishai Menache

MLSys | June 2023

Outstanding Paper Award

Project

Publication

Boosting DNN Cold Inference on Devices

Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu

The 21st Annual International Conference on Mobile Systems, Applications and Services (MobiSys ’23) | June 2023

Publication

BeeGees: Stayin’ Alive in Chained BFT

Neil Giridharan, Florian Suri-Payer, Matthew Ding, Heidi Howard, Ittai Abraham, Natacha Crooks

Symposium on Principles of Distributed Computing (PODC) | June 2023

Publication

Efficient GPU Kernels for N:M-SPARSE Weights in Deep Learning

Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang

Sixth Conference on Machine Learning and Systems (MLSys’23) | June 2023

Project

Publication

Towards closing the data gap: A project-driven distributed energy resource dataset for the U.S. Grid

Rabab Haider, Yixing Xu, Weiwei Yang

AMC International conference on Future of Energy Systems | June 2023

Github

Publication

HotGPT: How to Make Software Documentation More Useful with a Large Language Model?

Yiming Su, Chengcheng Wan, Utsav Sethi, Shan Lu, Madan Musuvathi, Suman Nath

Hot Topics in Operating Systems (HotOS) | June 2023

Publication

HyWay: Enabling Mingling in the Hybrid World

Harsh Vijay, Saumay Pushp, Amish Mittal, Praveen Gupta, Meghna Gupta, Sirish Gambhira, Shivang Chopra, Mayank Baranwal, Arshia Arya, Ajay Manchepalli, Venkat Padmanabhan

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (also ACM UbiComp 2023) | June 2023, Vol 7(2)

Project

Publication

NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors

Jianyu Wei, Ting Cao, Shijie Cao, Shiqi Jiang, Shaowei Fu, Mao Yang, Yanyong Zhang, Yunxin Liu

The 21st International Conference on Mobile Systems, Applications, and Services (MobiSys ’23) | June 2023

Publication

OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization

Cong Guo, Jiaming Tang, Jingwen Leng, Weiming Hu, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu

ISCA | June 2023

Project

Systems & networking

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