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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

Accelerating GNN training with locality-aware partial execution

Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong

August 2021

Publication

Test Coverage Metrics for the Network

Xieyang Xu, Ryan Beckett, Karthick Jayaraman, Ratul Mahajan, David Walker

ACM SIGCOMM 2021 | August 2021

Publication

Cost-effective capacity provisioning in wide area networks with Shoofly

Rachee Singh, Nikolaj Bjørner, Sharon Shoham, Yawei Yin, John Arnold, Jamie Gaudette

ACM SIGCOMM 2021 | August 2021

Publication

Fighting the Fog of War: Automated Incident Detection for Cloud Systems

Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin 林庆维, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang

2021 USENIX Annual Technical Conference (USENIX ATC’21) | August 2021

Project Project

Publication

Discovering Related Data At Scale

Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha

VLDB Endowment | August 2021, Vol 14(8)

Project

Publication

Concordia: Teaching the 5G vRAN to Share Compute

Xenofon Foukas, Bozidar Radunovic

ACM SIGCOMM 2021 | August 2021

Project

Publication

Seven Years in the Life of Hypergiants’ Off-Nets

Petros Gigis, Matt Calder, Lefteris Manassakis, George Nomikos, Vasileios Kotronis, Xenofontas Dimitropoulos, Ethan Katz-Bassett, Georgios Smaragdakis

ACM SIGCOMM 2021 | August 2021

Best Paper Award

Publication

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Microsoft Research Blog

Project Arno: How Microsoft Research created the technology and industry momentum for Azure to empower telecom operators in the cloud

July 19, 2021 | Yongguang Zhang, Bozidar Radunovic

Editor’s note: In recent years, telecommunications operators have faced a growing challenge to meet surging global demand for immersive online services and collaboration tools. Upgrading their proprietary networks to prepare for 5G and beyond would…

Traditional cellular network infrastructure compared to cellular network infrastructure in the Microsoft cloud Two graphics. The first depicts traditional cellular network infrastructure, beginning with cell towers receiving data and transferring it to physical buildings--local hubs, then central exchanges and finally data centers. The second depicts cloudified cellular network infrastructure, with cell towers transmitting data to telco edges and Microsoft edges. This is also labelled

Publication

Memory-Efficient Pipeline-Parallel DNN Training

Deepak Narayanan, Amar Phanishayee, Kaiyu Shi, Xie Chen, Matei Zaharia

International Conference on Machine Learning (ICML 2021) | July 2021

Project

Systems & networking

Highlights