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Published Date

Publication

Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum

Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama

ICML 2022 | July 2022

Publication

RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure

Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati

OSDI’22 | July 2022

Project Project Project

Publication

SPINE: A Scalable Log Parser with Feedback Guidance

Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

2022 Foundations of Software Engineering (FSE) | July 2022

SIGSOFT Distinguished Paper Award

Project Project

Publication

Private Convex Optimization in General Norms

Sivakanth Gopi, Yin Tat Lee, Daogao Liu, Rouqi Shen, Kevin Tian

SODA 2023 | July 2022

Project

Publication

Deep Learning Methods for Query Auto Completion

Manish Gupta

July 2022

Publication

T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification

Pu Zhao, Chuan Luo, Bo Qiao, Lu Wang, Saravan Rajmohan, Qingwei Lin 林庆维, D. Zhang

IJCAI 2022 | June 2022

Project

Publication

Reliable Energy Consumption Modeling for an Electric Vehicle Fleet

Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan

COMPASS ’22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022

Project

Cloud System and Software Analytics

In Microsoft, we build and operate several world leading complex and large-scale productivity clouds (Azure, Microsoft 365). The quality of cloud platforms, including reliability, performance, efficiency, security, sustainability, etc., has become immensely important. The distributed…

Event

Microsoft at STOC 2022

June 20, 2022 – June 24, 2022 | Rome, Italy

Microsoft Research is proud to be a sponsor of the 54th Annual ACM Symposium on Theory of Computing (opens in new tab). STOC 2022 will be part of a 5-day TheoryFest that will feature six…

blue background with lime green 3D spheres

Video

MIT Technology Review’s Future Compute Conference 2022

June 16, 2022 | Jennifer Strong, Johannes Gehrke

Johannes Gehrke, technical fellow and director of Microsoft Research’s Redmond lab, spoke at MIT Future Compute 2022, where IT and business leaders heard from a wide range of speakers across research and industry on the…

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