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Systems & networking

Researching and inventing new technologies for next-generation infrastructures and platforms for sensors, devices and the cloud.

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Efficient AI | Making Azure's big bet possible

Weishung Liu on the Microsoft Research Podcast

What’s Your Story: Weishung Liu | Microsoft Research Podcast

AI Infrastructure | Towards efficient AI/ML deployment

Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications

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Published Date

Publication

Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation

Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang

FSE 2025 | June 2025

The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track

Project

Publication

dl²: Detecting Communication Deadlocks in Deep Learning Jobs

Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang

FSE 2025 | June 2025

The ACM International Conference on the Foundations of Software Engineering, Industry Track

Project

Publication

ReproCopilot: LLM-Driven Failure Reproduction with Dynamic Refinement

Tanakorn Leesatapornwongsa, Fazle Faisal, Suman Nath

FSE’25: International Conference on the Foundations of Software Engineering | June 2025

Publication

An Empirical Study of Issues in Large Language Model Training Systems

Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen

FSE 2025 | June 2025

The ACM International Conference on the Foundations of Software Engineering, Industry Track

Project

Publication

Autotuning Systems: Techniques, Challenges, and Opportunities

Brian Kroth, Sergiy Matusevych, Yiwen Zhu

SIGMOD 2025 | June 2025

Dataset Source Code

Raha: Failure analysis of a production WAN

Raha (MetaOpt) uses our open-source heuristic analyzer to quantify the impact of failures on a traffic engineered WAN.

GitHub Publication

Video

Storing data for thousands of years | Microsoft Project Silica

May 31, 2025 | Erika Aranas, Richard Black, Ariel Gomez Diaz, Ant Rowstron, Ioan Stefanovici, David Sweeney, Thomas Winkler

Can we preserve data sustainably? Microsoft’s Project Silica can store and retrieve data in quartz glass using laser optics and Microsoft Azure, enabling more sustainable storage that can last thousands of years. Audio described version:…

03:25

Publication

Mina: Fine-Grained In-network Aggregation Resource Scheduling for Machine Learning Service

Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Cam-Tu Nguyen, Shaoling Sun, Xiaohu Xu, Yongqiang Xiong, Wei Wang, Xiaoliang Wang

IEEE INFOCOM 2025 – IEEE Conference on Computer Communications | May 2025, pp. 1-10

Publication

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan

MLSys ’25 | May 2025

Publication

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang

The Eighth Annual Conference on Machine Learning and Systems | May 2025

Systems & networking

Highlights