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Published Date

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

An Empirical Study on Low GPU Utilization of Deep Learning Jobs

Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang

ICSE 2024 | April 2024

The 46th International Conference on Software Engineering

Project

Publication

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Shuvendu Lahiri

IEEE Transactions on Software Engineering | April 2024, Vol 50: pp. 2254-2268

Project

Video

Demonstration of EmFORE: Learning Email Folder Classification Rules by Example (AAAI 2024 Demo)

April 11, 2024 | Mukul Singh

Demonstration of EmFORE: Learning Email Folder Classification Rules by Example (AAAI 2024 Demo)

04:25

Publication

Scalable, Interpretable Distributed Protocol Verification by Inductive Proof Slicing

William Schultz, Eddy Ashton, Heidi Howard, Stavros Tripakis

April 2024

Publication

Enabling Memory Safety of C Programs using LLMs

Nausheen Mohammed, Akash Lal, Aseem Rastogi, Subhajit Roy, Rahul Sharma

2404.01096 | April 2024

Published by arxiv

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence – Demo Track | March 2024, pp. 23835-23837

Video

Microsoft Research Blog

Research Focus: Week of March 18, 2024

March 20, 2024 | Li Lyna Zhang, Fan Yang, Mao Yang, Javier Hernandez, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski, Chengruidong Zhang, Jiahang Xu, Yasharth Bajpai, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani, Lev Tankelevitch, Abigail Sellen, Sean Rintel, Bhavya Chopra

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Large language models (LLMs) have shown impressive capabilities,…

Publication

Beehive: A Flexible Network Stack for Direct-Attached Accelerators

Katie Lim, Matthew Giordano, Theano Stavrinos, Irene Zhang, Jacob Nelson, Baris Kasikci, Thomas Anderson

SOSP 2024 | March 2024

Best Artifact Award

Microsoft Research Blog

Intelligent monitoring: Towards AI-assisted monitoring for cloud services

March 19, 2024 | Anjaly Parayil, Ayush Choure, Fiza Husain, Avi Nayak, Piyali Jana, Rujia Wang, Chetan Bansal, Saravan Rajmohan

Integrating AI into cloud service monitoring improves incident detection accuracy, reduces unnecessary alerts, and enhances overall system reliability. This helps organizations better align with business goals and increase customer satisfaction.

Programming languages and software engineering

Highlights