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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

CONAN: Diagnosing Batch Failures for Cloud Systems

Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

ICSE 2023 SEIP | May 2023

Project

Publication

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems

Zhengran Zeng, …, Qingwei Lin 林庆维, …

ICSE 2023 SEIP | May 2023

Project

Publication

Runtime Variation in Big Data Analytics

Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta

ACM SIGMOD | May 2023

Publication

Generating Test Databases for Database-Backed Applications

Cong Yan, Suman Nath, Shan Lu

ICSE’23 | May 2023

Project

Publication

HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering

Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin 林庆维, Dongmei Zhang

WWW’23 industry | April 2023

Publication

Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem

Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, T. Moscibroda

WWW’23 industry | April 2023

Publication

Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users

John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee

CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023

Project

Publication

Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction

Zhenhao Li, Chuan Luo, T. Chen, Weiyi Shang, Shilin He, Qingwei Lin 林庆维, Dongmei Zhang

ICSE 2023 | April 2023

Project

Video

WiDS Career Panel: Gabriela de Queiroz, Juliet Hougland, & Samantha Sifleet

April 13, 2023

Women in Data Science Career Panel Discussion with female leaders in the industry: Gabriela de Queiroz, Juliet Hougland, and Samantha Silfleet. Learn more about Women in Data Science >

57:16

Microsoft Research Blog

Research Focus: Week of April 10, 2023

April 12, 2023

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. To improve the utilization of computing resources, cloud…

Data platforms and analytics

Highlights