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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

LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search

Chengquan Feng, Li Lyna Zhang, Yuanchi Liu, Jiahang Xu, Chengruidong Zhang, Zhiyuan Wang, Ting Cao, Mao Yang, Haisheng Tan

NSDI 2024 | April 2024

Project

GenAI for Industry

Microsoft Research is exploring the use of LLMs for various industry, aiming to solve domain specific challenges. Our work, highlighted in recent projects and publications, showcases applications to demonstrate how LLMs can transform vertical industries,…

Publication

NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security

Kevin Hsieh*, Mike Wong*, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula

USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024

Github

Publication

Real-Time Neural Video Recovery and Enhancement on Mobile Devices

Yifan Yang, Yuqing Yang, Lili Qiu

CoNEXT 2024 – International Conference on emerging Networking EXperiments and Technologies | April 2024

Publication

Workload Intelligence: Punching Holes Through the Cloud Abstraction

Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini

ArXiv | April 2024, Vol abs/2404.19143

Publication

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

Cong Li, Zhe Zhou, Yang Wang, Fan Yang, Ting Cao, Mao Yang, Yun Liang, Guangyu Sun

29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’24) | April 2024

Publication

Harmonic: Hardware-assisted RDMA Performance Isolation for Public Clouds

Jiaqi Lou, Xinhao Kong, Jinghan Huang, Wei Bai, Nam Sung Kim, Danyang Zhuo

NSDI’24 | April 2024

Publication

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan

NSDI 2024 | April 2024

Github Project Project

Publication

Amanda: Unified Instrumentation Framework for Deep Neural Networks

Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo

ASPLOS | April 2024

Publication

CHISEL: An optical slice of the wide-area network

Abhishek Vijaya Kumar, Bill Owens, Nikolaj Bjørner, Yawei Yin, Binbin Guan, Victor Bahl, Rachee Singh

NSDI | April 2024

Systems & networking

Highlights