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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

Kimbap: A Node-Property Map System for Distributed Graph Analytics

Hochan Lee, Roshan Dathathri, Keshav Pingali

2024 Architectural Support for Programming Languages and Operating Systems | April 2024

Publication

Intelligent Overclocking for Improved Cloud Efficiency

Aditya Soni, Mayukh Das, Pulkit Misra, Chetan Bansal

AIOps ’24 workshop @ ASPLOS [5th International Workshop on Cloud Intelligence / AIOps] | April 2024

Publication

Characterizing Power Management Opportunities for LLMs in the Cloud

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

ASPLOS | April 2024

Project

Publication

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, Xue‐Chao Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo GHOSH, Xuchao Zhang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang

EuroSys’24 | April 2024

Publication

Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training

Muhammad Adnan, Amar Phanishayee,, Janardhan (Jana) Kulkarni, Prashant J. Nair, Divya Mahajan

arXiv:2404.14632 | April 2024

Published by Microsoft

Project

Publication

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures

Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

2024 European Conference on Computer Systems | April 2024

Project

Publication

Intelligent Monitoring Framework for Cloud Services: A Data-Driven Approach

Pooja Srinivas, Fiza Husain, A. Parayil, Ayush Choure, Chetan Bansal, Saravan Rajmohan

46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP’24) | April 2024

Publication

FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation

Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong

April 2024

Microsoft Research Blog

Research Focus: Week of April 15, 2024

April 17, 2024 | Mihaela Vorvoreanu, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Ricardo Bianchini, Qianhui Wu, Huiqiang Jiang, Molly Xia, Xufang Luo, Jue Zhang, Qingwei Lin 林庆维, Victor Ruehle, Yuqing Yang, Chin-Yew Lin, Lili Qiu, Dongmei Zhang, Millicent Ochieng, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andy Wilson, Bill Buxton, Abigail Sellen, Sean Rintel, Mark Hamilton

In this issue: New research on appropriate reliance on generative AI; Power management opportunities for LLMs in the cloud; LLMLingua-2 improves task-agnostic prompt compression; Enhancing COMET to embrace under-resourced African languages:

Microsoft Research Blog

Microsoft at NSDI 2024: Discoveries and implementations in networked systems

April 16, 2024 | Ranveer Chandra

Microsoft at NDSI 2024: Discoveries and implementations in networked systems Topics range from 5G, space, datacenters, and wide-area networking to applications in artificial intelligence, security, video conferencing, and gaming. Learn more about the discoveries and…

Systems & networking

Highlights