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

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Published Date

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

Publication

Robust Multimodal Failure Detection for Microservice Systems

Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Simon Tan, Xiao Xiong, Lulu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin 林庆维, Dongmei Zhang

KDD’23 ADS | May 2023

Publication

NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall

Haonan Lu, Shuai Mu, Siddhartha Sen, Wyatt Lloyd

Operating Systems Design and Implementation | May 2023

Publication

Enhancing Network Failure Mitigation with Performance-Aware Ranking

Pooria Namyar, Arvin Ghavidel, D. Crankshaw, Daniel S. Berger, Kevin Hsieh, Srikanth Kandula, R. Govindan, Behnaz Arzani

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05) | May 2023, pp. 335-357

Publication

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Zezhong Wang, Fan Yang, Pu Zhao, Lu Wang, Jue Zhang, Mohit Garg, Qingwei Lin 林庆维, Dongmei Zhang

EMNLP’23 Industry | May 2023

Microsoft Research Blog

REACT — A synergistic cloud-edge fusion architecture

May 18, 2023 | Srinivasan Iyengar, Venkat Padmanabhan

This research paper was accepted by the eighth ACM/IEEE Conference on Internet of Things Design and Implementation (opens in new tab) (IoTDI), which is a premier venue on IoT. The paper describes a framework that leverages…

Publication

Runtime Performance Prediction for Deep Learning Models with Graph Neural Network

Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang

ICSE 2023 | May 2023

The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track

Project

Publication

An Empirical Study on Quality Issues of Deep Learning Platform

Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang

ICSE 2023 | May 2023

The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track

Project

Publication

Incident-aware Duplicate Ticket Aggregation for Cloud Systems

Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu

ICSE 2023 | May 2023

Project Project

Microsoft Research Blog

Microsoft at EuroSys 2023: Systems innovation across the stack to help support an easier, faster, safer, and smarter cloud

May 12, 2023 | Rodrigo Fonseca

EuroSys 2023 (opens in new tab) is the premier systems conference in Europe, and 2023 marks its 18th edition. Sponsored by ACM SIGOPS Europe and hosted May 8 to May 12, the conference covers a…

Systems & networking

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