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

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Published Date

Publication

Resilient Baseband Processing in Virtualized RANs with Slingshot

Nikita Lazarev, Tao Ji, Anuj Kalia, Daehyeok Kim, Ilias Marinos, Francis Y. Yan, Christina Delimitrou, Zhiru Zhang, Aditya Akella

ACM Special Interest Group on Data Communication Conference (SIGCOMM ’23) | September 2023

Project

Publication

An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation

Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled Ben Letaief

IEEE Journal of Selected Topics in Signal Processing | September 2023

Project: Mean field asymptotics in machine learning and networking

Publication

Switchboard: Efficient Resource Management for Conferencing Services

Rahul Bothra, Rohan Gandhi, Ranjita Bhagwan, Venkat Padmanabhan, Rui Liang, Steve Carlson, Vinayaka Kamath, Sreangsu Acharyya, Ken Sueda, Somesh Chaturmohta, Harsha Sharma

SIGCOMM | September 2023

Project

Publication

PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis

Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan

September 2023

Publication

Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures

Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu

VLDB | September 2023

Publication

Improving Network Availability with Protective ReRoute

David Wetherall, Abdul Kabbani, Van Jacobson, Jim Winget, Yuchung Cheng, Charles B. Morrey III, Uma Moravapalle, Phillipa Gill, Steven Knight, Amin Vahdat

SIGCOMM 2023 | September 2023

Microsoft Research Blog

Building a “heavy metal quartet” of AI compilers

August 30, 2023

A new quartet of AI compilers: Rammer, Roller, Welder, and Grinder, tackle a range of compiler optimization challenges based on the same tile abstraction, providing a comprehensive solution to connect AI models with hardware accelerators.

'Model Representation' with an arrow down to 'Tile-based IR' with an arrow down to 'Hardware Abstraction' to the left of four icons representing a Rammer, Roller, Welder, and Grinder

Microsoft Research Blog

Using AI for tiered cloud platform operation

August 29, 2023 | Rodrigo Fonseca, Pedro Las-Casas, Alok Kumbhare, Ricardo Bianchini

Cloud Intelligence/AIOps research from Microsoft could help organizations autonomously manage the entire cloud platform. Find out how.

Tiered AIOps. Incidents not resolved by a tier get escalated to the next one. As upper tiers solve these incidents, this knowledge propagates to the previous tiers to improve their coverage with new models and labeled data.

Publication

POLCA: Power Oversubscription in LLM Cloud Providers

Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini

ArXiv | August 2023

Project

Event

UW CSE MSR Summer Institute 2023

August 20, 2023 – August 23, 2023 | Blaine, WA

The 2023 Summer Institute, cosponsored by the Paul G. Allen School of Computer Science & Engineering (opens in new tab) at the University of Washington and Microsoft Research will be held at the Semiahmoo Resort in Blaine, Washington from the evening of…

Systems & networking

Highlights