illustration of a pie graph and column graph on top of a computer on a green gradient background

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

Current selections

Sort by: Most recent

Clear selections

Search within these results

Content Types

People

Surajit Chaudhuri (120)

Qingwei Lin 林庆维 (88)

Dongmei Zhang (85)

Nathalie Henry Riche (68)

Badrish Chandramouli (67)

Wentao Wu (66)

Vivek Narasayya (65)

Yeye He (55)

Phil Bernstein (42)

Sumit Gulwani (35)

Carlo Curino (34)

Shi Han (34)

Xing Xie (34)

Jim Gray (31)

Avrilia Floratou (31)

Johannes Gehrke (30)

Yinan Li (30)

Rathijit Sen (30)

Nicolas Bruno (28)

Yiwen Zhu (24)

Arnd Christian König (23)

Bo Qiao (23)

Yu Kang (23)

Subru Krishnan (22)

Weiwei Cui (22)

Matteo Interlandi (22)

Saravan Rajmohan (22)

Darren Edge (21)

Wei Chen (20)

Pu Zhao (19)

Haoyu Dong (18)

Si Qin (18)

Chris White (17)

Jonathan Larson (16)

Suman Nath (16)

Brian Kroth (16)

Jesús Camacho-Rodríguez (16)

Raghav Kaushik (15)

Scott Counts (14)

Karthik Ramachandra (14)

Juan M. Lavista Ferres (14)

Venkatesh Emani (14)

Mukul Singh (14)

Emre Kiciman (13)

Manoj Syamala (13)

Vu Le (13)

Haidong Zhang (12)

Eric Horvitz (12)

Kate Crawford (12)

Leslie Lamport (12)

Markus Weimer (12)

Minghua Ma (12)

Chin-Yew Lin (11)

Manish Gupta (11)

Ishai Menache (11)

Anshuman Dutt (11)

Baining Guo (10)

Jake Hofman (10)

Rui Ding (10)

Kaushik Rajan (10)

Thomas Moscibroda (10)

Aleksander Fabijan (10)

Anna Pavlenko (10)

Joyce Cahoon (10)

Gust Verbruggen (10)

Ganesh Ananthanarayanan (9)

Nathan Evans (9)

Yun Wang (9)

Ashvin Agrawal (9)

Fotis Psallidas (9)

Jonathan M. Carlson (8)

Kim Herzig (8)

Hang Dong (8)

Brandon Haynes (8)

Will Guyman (8)

Smitha Saligrama (8)

Cameron Runde (8)

Dave Brown (7)

Greg Smith (7)

David Heckerman (7)

John (JD) Douceur (7)

John Snyder (7)

Manik Varma (7)

Peter Lee (7)

Ranveer Chandra (7)

Sebastian Burckhardt (7)

Jaime Teevan (7)

Amgad Madkour (7)

Madeleine Daepp (7)

Raghu Ramakrishnan (7)

Anja Gruenheid (7)

Yuanyuan Tian (7)

Nancy Baym (6)

Ed Cutrell (6)

Darren Gehring (6)

Kukjin Lee (6)

Lidong Zhou (6)

Nick Craswell (6)

Ben Zorn (6)

Lukas M. Maas (6)

Brent Hecht (6)

Weiwei Yang (6)

Abigail Sellen (5)

Dan Marshall (5)

Daniel G. Goldstein (5)

Dave Maltz (5)

Dushyanth Narayanan (5)

Jacki O'Neill (5)

Kenji Takeda (5)

Kori Inkpen (5)

Karin Strauss (5)

Michel Pahud (5)

Song Ge (5)

Sergey Yekhanin (5)

Iris Shen (5)

Aseem Rastogi (5)

Yi Shan (5)

Longqi Yang (5)

Vasileios Zois (5)

Carolyn Buractaon (5)

Bahar Sarrafzadeh (5)

Anthony Cintron Roman (5)

Shaleen Deep (5)

Liqun Li (5)

Akash Lal (4)

Chetan Bansal (4)

Furu Wei (4)

Hsiao-Wuen Hon (4)

Jennifer Wortman Vaughan (4)

Mary L. Gray (4)

Peter Bodík (4)

Ryen W. White (4)

Sameh Elnikety (4)

Shamsi Iqbal (4)

Siân Lindley (4)

Hanna Wallach (4)

Yongguang Zhang (4)

Bichlien Nguyen (4)

Fangzhao Wu (4)

Darrin Eide (4)

Javier Hernandez (4)

Ashish Tiwari (4)

Jenna Butler (4)

Jack Williams (4)

Sara Malvar (4)

Jennifer Neville (4)

Fangkai Yang (4)

Alvin Chen (3)

Alec Wolman (3)

Amit Sharma (3)

Andrew Putnam (3)

Victor Bahl (3)

Butler Lampson (3)

Christian Bird (3)

Daan Leijen (3)

David Rothschild (3)

Gordon Bell (3)

Gaoxiang Xu (3)

Janardhan (Jana) Kulkarni (3)

John Langford (3)

Nicole Immorlica (3)

Nikhil Swamy (3)

Paul Mineiro (3)

Rick Rogahn (3)

Sean Rintel (3)

Stefan Saroiu (3)

Sumit Basu (3)

Siddharth Suri (3)

Vassily Lyutsarev (3)

Ramarathnam Venkatesan (3)

Zhitao Hou (3)

Tahina Ramananandro (3)

Chinmay Singh (3)

Mihaela Vorvoreanu (3)

Rahee Ghosh Peshawaria (3)

Advait Sarkar (3)

Hannes Schulz (3)

Sunayana Sitaram (3)

Luke Marshall (3)

Sonia Jaffe (3)

Jiang Bian (3)

Konstantina Mellou (3)

Benjamin Arai (3)

Arjun Radhakrishna (3)

Mengting Wan (3)

Ashley J. Llorens (3)

Ran Jia (3)

Leonardo Nunes (3)

Harish Doraiswamy (3)

Serena Hillman (3)

Yashoteja Prabhu (3)

Jue Zhang (3)

Bruno Silva (3)

Rujia Wang (3)

Sampath Rajendra (3)

Lev Tankelevitch (3)

Andrew D. Wilson (2)

Josh Benaloh (2)

Bin Benjamin Zhu (2)

Bozidar Radunovic (2)

Chuck Needham (2)

Christopher Bishop (2)

Dany Rouhana (2)

Dan Bohus (2)

Doug Burger (2)

Hannes Gamper (2)

Jacek Czerwonka (2)

Jennifer Chayes (2)

Jonathan "Peli" de Halleux (2)

Jinyu Li (2)

John Tang (2)

Jack W. Stokes (2)

Kalika Bali (2)

Jay Lorch (2)

Matthai Philipose (2)

Qiufeng Yin (2)

Roy Levin (2)

Sanjeev Mehrotra (2)

Shobana Balakrishnan (2)

Shuvendu Lahiri (2)

Srinath Setty (2)

Sriram Rajamani (2)

Scott Saponas (2)

Tony Hoare (2)

Thomas Karagiannis (2)

Yuan-Jyue Chen (2)

Swami Manohar (2)

Shital Shah (2)

Solon Barocas (2)

Harsha Simhadri (2)

Lester Mackey (2)

Bryan Tower (2)

Rafah Hosn (2)

Irene Zhang (2)

Esha Ghosh (2)

Tobias Schnabel (2)

Tal Zaccai (2)

Kate Lytvynets (2)

Vaishnavi Ranganathan (2)

Akshay Nambi (2)

Jakub Tarnawski (2)

Daniel S. Berger (2)

Adam D. Troy (2)

Gustavo Soares (2)

Hao Ai (2)

Garnet Vaz (2)

Liudmila Ulanova (2)

Weiqing Liu (2)

Caleb Robinson (2)

Aaron L Halfaker (2)

Neha Parikh Shah (2)

Philipp Witte (2)

Millicent Ochieng (2)

Roberto Santos (2)

Sebastian Kohlmeier (2)

April Kwong (2)

Chang Xu (2)

Yangyu Huang (2)

James Devine (2)

Kate Nowak (2)

Allen Kim (2)

Chris Parnin (2)

Xuchao Zhang (2)

Dayenne Souza (2)

Advitya Gemawat (2)

Stephen Schneider (2)

Haotian Li (2)

Kiran Tomlinson (2)

Rebecca Janssen (2)

Gaurav Verma (2)

Junjie Xing (2)

Xiaoying Wang (2)

Achraf Chalabi (1)

Adam Fourney (1)

A.J. Brush (1)

Austin Donnelly (1)

Bodhi Priyantha (1)

Brendan Lucier (1)

Chong Luo (1)

Cormac Herley (1)

Fan Yang (1)

Nicolo Fusi (1)

E. Glen Weyl (1)

G. Ramalingam (1)

Hitesh Ballani (1)

Íñigo Goiri (1)

Ivan Tashev (1)

Jianfeng Gao (1)

Jianlong Fu (1)

Jonathan Lester (1)

Katja Hofmann (1)

Karen Easterbrook (1)

Kevin Kane (1)

Ken Woodberry (1)

Laurent Bussard (1)

Lei Cui (1)

Lei Ji (1)

Lenin Ravindranath Sivalingam (1)

Lev Nachmanson (1)

Bin Li (1)

Lijuan Wang (1)

Madan Musuvathi (1)

Manuel Costa (1)

Margus Veanes (1)

Michel Galley (1)

Michel Naim Gerguis (1)

Markus Mobius (1)

Nikolaj Bjørner (1)

Neel Joshi (1)

Neeraj Kayal (1)

Nirupama Chandrasekaran (1)

Olivier Nano (1)

Bo-June (Paul) Hsu (1)

Peng Cheng (1)

Qiang Huo (1)

Ravishankar Krishnaswamy (1)

Ray Huang (1)

Ran Gal (1)

Ricardo Bianchini (1)

Rich Draves (1)

Siddhartha Sen (1)

Rick Szeliski (1)

Todd Massengill (1)

Xiaodong Liu (1)

Xin Ma (1)

Xiulian Peng (1)

Daniel Firestone (1)

Paul Thomas (1)

Ankit Garg (1)

Arun Iyer (1)

Hongzhi Li (1)

Sean Andrist (1)

Yi Mao (1)

Qi Dai (1)

Qi Chen (1)

Benn Thomsen (1)

Xiao Lv (1)

Dan R. K. Ports (1)

Sitaram Lanka (1)

Christopher Gooley (1)

Scarlett Li (1)

Qianxi Zhang (1)

Martez Mott (1)

Jianxun Lian (1)

Pulkit Misra (1)

Junyi Liu (1)

Li Dong (1)

David Alvarez-Melis (1)

Wei Cui (1)

Bei Liu (1)

Rangan Majumder (1)

Kai Qiu (1)

Shruti Tople (1)

Carl Mitchell (1)

Xiubo Geng (1)

Jen Townsend (1)

Julie Stevenson (1)

Danny Simmons (1)

Sasha Patotski (1)

Yeyun Gong (1)

Prashanth Srikanthan (1)

Widad Machmouchi (1)

Vaibhav Kumar Bajpai (1)

Xenofon Foukas (1)

Bill Weeks (1)

Vishak Gopal (1)

Yoganand Rajasekaran (1)

Shaohan Huang (1)

Jordan Ash (1)

James Weinstein (1)

Ankita Agrawal (1)

Tracy Brodeur (1)

Shelley Koch (1)

Jingwen Lu (1)

Dean Carignan (1)

Camille Couturier (1)

Amanda K. Hall (1)

Samuel Chege Maina (1)

Gabriela Martinez Sanchez (1)

Jason (Zengzhong) Li (1)

James Brand (1)

Tengchao Lv (1)

Renato L. de F. Cunha (1)

Ross Cutler (1)

Patricia Kovaleski (1)

Michael Hansen (1)

Hugo Barbalho (1)

Swati Sharma (1)

Xiaoyuan Yi (1)

Roberto Estevão (1)

Mohamed Ahmed (1)

Jake Smith (1)

Najeeb G. Abdulhamid (1)

Nan Ma (1)

Michael Taylor (1)

Heng-Yi Liu (1)

Priyanka Paul (1)

Robert Osazuwa Ness (1)

Victor Ruehle (1)

Monwhea Jeng (1)

Alex Lu (1)

Ashkan Aazami (1)

Jing Jin (1)

David Hall (1)

Tommy Guy (1)

Arnaud Flutre (1)

A J (HE/HIM) (1)

Michal Sroka (1)

Amy Luers (1)

Kali Frost (1)

ANA HERNANDEZ (1)

Alejandro Gutierrez Munoz (1)

Allie Giddings (1)

Rahul Dodhia (1)

Xingxing Zhang (1)

Jiahang Xu (1)

Srikant Bharadwaj (1)

Yuge Zhang (1)

Tammy Glazer (1)

Changho Hwang (1)

Morris Sharp (1)

Jaspreet Bagga (1)

Bonnie Kruft (1)

Jing Yao (1)

Xi (Ada) Wang (1)

Corby Rosset (1)

Judith Amores (1)

Tara Safavi (1)

Nan Chen (1)

Nicholas Jing Yuan (1)

Marco Molinaro (1)

Yasharth Bajpai (1)

Santiago Salcido (1)

Rafael Padilha (1)

Riyaz Pishori (1)

Dan Vann (1)

Alonso Guevara Fernández (1)

Jonathan Mace (1)

Christian Poelitz (1)

Nicolai Marquardt (1)

Girmaw Abebe Tadesse (1)

Lucia Ronchi Darre (1)

Ashley Conard (1)

Pashmina Cameron (1)

Siddarth Asokan (1)

Renee St. Amant (1)

Brian Houck (1)

Maria Angels de Luis Balaguer (1)

Ha Trinh (1)

Joshua Bradley (1)

Seth Spielman (1)

Arman Salimi (1)

Yupan Huang (1)

Gagan Somashekar (1)

Jennifer Marsman (1)

Ananya Singha (1)

Pei Zhou (1)

Ashish Sharma (1)

Matthew Perron (1)

Sihao Chen (1)

Philippe Laban (1)

Cindy Chiu (1)

Emerson Murphy-Hill (1)

Lingjiao Chen (1)

Bruce Wittmann (1)

Renyi Qu (1)

Lin Ai (1)

Sheshera Mysore (1)

Debarati Das (1)

Avik Dutta (1)

Jihoon Tack (1)

Maia Stiber (1)

Lorenzo Jaime Flores (1)

Published Date

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…

Microsoft Research Focus 13 edition, week of April 10, 2023

Microsoft Research Blog

Building toward more autonomous and proactive cloud technologies with AI

April 10, 2023

In the first blog post in this series, Cloud Intelligence/AIOps – Infusing AI into Cloud Computing Systems, we presented a brief overview of Microsoft’s research on Cloud Intelligence/AIOps (AIOps), which innovates AI and machine learning…

Vision of AIOps Research with four quadrants (starting in the top left and proceeding clockwise): Autonomous, Proactive, Manageable, Comprehensive

Publication

Studies of Part-to-Whole Glanceable Visualizations on Smartwatch Faces

Tanja Blascheck, Lonni Besançon, Anastasia Bezerianos, Bongshin Lee, Alaul Islam, Tingying He, Petra Isenberg

IEEE PacificVis | April 2023

Project

Publication

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

WWW ’23 | April 2023

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 Companion | 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, Saravan Rajmohan, Thomas Moscibroda

WWW’23 Companion | April 2023

Publication

Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise

Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang

IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023

Tool

GA4GH TES on Azure

This project is an implementation of the GA4GH Task Execution Service (TES), that provides distributed batch task execution on Microsoft Azure. The TES API is an effort to define a standardized schema and API for describing…

GitHub

Publication

T-ReX: Optimizing Pattern Search on Time Series (Extended Version)

Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg

MSR-TR-2023-12 | March 2023

Published by Microsoft

Publication

High-Performance Row Pattern Recognition Using Joins

Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri

Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194

Data platforms and analytics

Highlights