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

Data platforms and analytics

Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.

Current selections

Sort by: Most recent

Clear selections

Search within these results

Content Types

People

Surajit Chaudhuri (124)

Dongmei Zhang (92)

Qingwei Lin 林庆维 (88)

Wentao Wu (73)

Nathalie Henry Riche (68)

Badrish Chandramouli (67)

Vivek Narasayya (66)

Yeye He (56)

Phil Bernstein (43)

Carlo Curino (38)

Shi Han (35)

Sumit Gulwani (35)

Rathijit Sen (35)

Nicolas Bruno (32)

Jim Gray (31)

Yinan Li (31)

Avrilia Floratou (31)

Matteo Interlandi (28)

Saravan Rajmohan (27)

Bo Qiao (25)

Arnd Christian König (24)

Yu Kang (24)

Yiwen Zhu (24)

Weiwei Cui (23)

Subru Krishnan (22)

Pu Zhao (22)

Si Qin (22)

Darren Edge (20)

Wei Chen (20)

Haoyu Dong (19)

Chris White (17)

Suman Nath (17)

Jesús Camacho-Rodríguez (16)

Jonathan Larson (15)

Raghav Kaushik (15)

Scott Counts (14)

Manoj Syamala (14)

Karthik Ramachandra (14)

Juan M. Lavista Ferres (14)

Venkatesh Emani (14)

Mukul Singh (14)

Emre Kiciman (13)

Haidong Zhang (13)

Vu Le (13)

Kate Crawford (12)

Kaushik Rajan (12)

Leslie Lamport (12)

Markus Weimer (12)

Anshuman Dutt (12)

Minghua Ma (12)

Baining Guo (11)

Chin-Yew Lin (11)

Manish Gupta (11)

Eric Horvitz (11)

Ishai Menache (11)

Jake Hofman (11)

Brandon Haynes (11)

Anna Pavlenko (11)

Rui Ding (10)

Thomas Moscibroda (10)

Joyce Cahoon (10)

Gust Verbruggen (10)

Ganesh Ananthanarayanan (9)

Yun Wang (9)

Aleksander Fabijan (9)

Ashvin Agrawal (9)

Fotis Psallidas (9)

Jonathan M. Carlson (8)

Kim Herzig (8)

Jaime Teevan (8)

Nathan Evans (8)

Hang Dong (8)

Will Guyman (8)

Smitha Saligrama (8)

Cameron Runde (8)

Greg Smith (7)

David Heckerman (7)

John Snyder (7)

Manik Varma (7)

Peter Lee (7)

Ranveer Chandra (7)

Vasileios Zois (7)

Amgad Madkour (7)

Madeleine Daepp (7)

Raghu Ramakrishnan (7)

Anja Gruenheid (7)

Yuanyuan Tian (7)

Fangkai Yang (7)

Nancy Baym (6)

Kukjin Lee (6)

Lidong Zhou (6)

Nick Craswell (6)

Sebastian Burckhardt (6)

Song Ge (6)

Ben Zorn (6)

Yi Shan (6)

Brent Hecht (6)

Weiwei Yang (6)

Liqun Li (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)

Sergey Yekhanin (5)

Iris Shen (5)

Aseem Rastogi (5)

Longqi Yang (5)

Wei Cui (5)

Bahar Sarrafzadeh (5)

Jenna Butler (5)

Anthony Cintron Roman (5)

Shaleen Deep (5)

Akash Lal (4)

Chetan Bansal (4)

Furu Wei (4)

Gaoxiang Xu (4)

Hsiao-Wuen Hon (4)

Jennifer Wortman Vaughan (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)

Jack Williams (4)

Sara Malvar (4)

Jennifer Neville (4)

Sampath Rajendra (4)

Lu Wang (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)

Janardhan (Jana) Kulkarni (3)

John Langford (3)

Jianfeng Gao (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)

Advait Sarkar (3)

Hannes Schulz (3)

Sunayana Sitaram (3)

Luke Marshall (3)

Sonia Jaffe (3)

Tal Zaccai (3)

Jakub Tarnawski (3)

Konstantina Mellou (3)

Arjun Radhakrishna (3)

Mengting Wan (3)

Ashley J. Llorens (3)

Leonardo Nunes (3)

Harish Doraiswamy (3)

Chang Xu (3)

Serena Hillman (3)

Yashoteja Prabhu (3)

Jue Zhang (3)

Bruno Silva (3)

Rujia Wang (3)

Lev Tankelevitch (3)

Rebecca Janssen (3)

Junjie Xing (3)

Andrew D. Wilson (2)

Josh Benaloh (2)

Bozidar Radunovic (2)

Chong Luo (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)

Kalika Bali (2)

Lijuan Wang (2)

Jay Lorch (2)

Matthai Philipose (2)

Peng Cheng (2)

Qiufeng Yin (2)

Ravishankar Krishnaswamy (2)

Ray Huang (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)

Solon Barocas (2)

Harsha Simhadri (2)

Lester Mackey (2)

Arun Iyer (2)

Bryan Tower (2)

Rafah Hosn (2)

Rahee Ghosh Peshawaria (2)

Qi Chen (2)

Irene Zhang (2)

Dan R. K. Ports (2)

Sitaram Lanka (2)

Esha Ghosh (2)

Tobias Schnabel (2)

Kate Lytvynets (2)

Vaishnavi Ranganathan (2)

Akshay Nambi (2)

Mohit Jain (2)

Adam D. Troy (2)

Benjamin Arai (2)

Gustavo Soares (2)

Carolyn Buractaon (2)

Dongsheng Li (2)

Caleb Robinson (2)

Yoganand Rajasekaran (2)

Aaron L Halfaker (2)

Neha Parikh Shah (2)

Philipp Witte (2)

Millicent Ochieng (2)

Roberto Santos (2)

Xiaoyuan Yi (2)

Alex Lu (2)

Srinivasan Iyengar (2)

Yangyu Huang (2)

James Devine (2)

Kate Nowak (2)

Allen Kim (2)

Jing Yao (2)

Chris Parnin (2)

Xuchao Zhang (2)

Dayenne Souza (2)

Advitya Gemawat (2)

Jonathan Mace (2)

Stephen Schneider (2)

Baotong Lu (2)

Haotian Li (2)

Kiran Tomlinson (2)

Gaurav Verma (2)

Xiaoying Wang (2)

Yanzhi Chen (2)

Alex Farach (2)

Achraf Chalabi (1)

Adam Fourney (1)

A.J. Brush (1)

Austin Donnelly (1)

Bodhi Priyantha (1)

Brendan Lucier (1)

Fan Yang (1)

Nicolo Fusi (1)

E. Glen Weyl (1)

G. Ramalingam (1)

Hitesh Ballani (1)

Íñigo Goiri (1)

Ivan Tashev (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)

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)

Venkat Padmanabhan (1)

Bo-June (Paul) Hsu (1)

Qiang Huo (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)

Yanjie Gao (1)

Daniel Firestone (1)

Paul Thomas (1)

Ankit Garg (1)

Sean Andrist (1)

Yi Mao (1)

Robert Sim (1)

Qi Dai (1)

Benn Thomsen (1)

Xiao Lv (1)

Alessandro Sordoni (1)

Nagarajan Natarajan (1)

Christopher Gooley (1)

Scarlett Li (1)

Qianxi Zhang (1)

Martez Mott (1)

Jianxun Lian (1)

Pulkit Misra (1)

Junyi Liu (1)

Tanakorn Leesatapornwongsa (1)

Li Dong (1)

David Alvarez-Melis (1)

Bei Liu (1)

Rangan Majumder (1)

Kai Qiu (1)

Shruti Tople (1)

Xiubo Geng (1)

Danny Simmons (1)

Sasha Patotski (1)

Yeyun Gong (1)

Prashanth Srikanthan (1)

Hao Ai (1)

Widad Machmouchi (1)

Garnet Vaz (1)

Xenofon Foukas (1)

Liudmila Ulanova (1)

Vishak Gopal (1)

Linjie Li (1)

Shaohan Huang (1)

Jordan Ash (1)

James Weinstein (1)

Hao Cheng (1)

Ankita Agrawal (1)

Jingwen Lu (1)

Dean Carignan (1)

Camille Couturier (1)

Amanda K. Hall (1)

Samuel Chege Maina (1)

Huseyin Inan (1)

Rodrigo Fonseca (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)

Qianhui Wu (1)

Hugo Barbalho (1)

Swati Sharma (1)

Roberto Estevão (1)

April Kwong (1)

Mohamed Ahmed (1)

Jake Smith (1)

Najeeb G. Abdulhamid (1)

Robert Osazuwa Ness (1)

Victor Ruehle (1)

Ashkan Aazami (1)

David Hall (1)

Chenglong Wang (1)

Amy Luers (1)

Kali Frost (1)

Rahul Dodhia (1)

Xingxing Zhang (1)

Yifan Yang (1)

Jiahang Xu (1)

Srikant Bharadwaj (1)

Yuge Zhang (1)

Tammy Glazer (1)

Changho Hwang (1)

Morris Sharp (1)

Bonnie Kruft (1)

Corby Rosset (1)

Judith Amores (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)

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)

Victor Reis (1)

Pei Zhou (1)

Ashish Sharma (1)

Matthew Perron (1)

Sihao Chen (1)

Philippe Laban (1)

Sydney Graham (1)

Baolin Peng (1)

Emerson Murphy-Hill (1)

Lingjiao Chen (1)

Bruce Wittmann (1)

Zezhou Huang (1)

Zhengyuan Yang (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)

Niket Tandon (1)

Rosa Zhou (1)

Kai Qi (1)

Rishi Sharma (1)

Colin McFarland (1)

Uyio Nkana (1)

Ziye Zhang (1)

Ramesh Boddu (1)

Cindy Li (1)

Anshuman Vyas (1)

Harrison Siegel (1)

Ramkumar Ramachandran (1)

Maks Cegielski-Johnson (1)

Andrey Zaikin (1)

Julie Beckley (1)

Gaia Molinaro (1)

Adam Davies (1)

Seyi Adediwura (1)

Benjamin Laufer (1)

Dong Xie (1)

Published Date

Tool

VisEval

VisEval: A NL2VIS Benchmark. VisEval is a benchmark designed to evaluate visualization generation methods. In this repository, we provide both the toolkit to support the benchmarking, as well as the data used for benchmarks.

GitHub Publication

Publication

Sibyl: Forecasting Time-Evolving Query Workloads

Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian

SIGMOD | June 2024

Publication

Wii: Dynamic Budget Reallocation In Index Tuning (Extended Version)

Xiaoying Wang, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri

Proceedings of the ACM on Management of Data (SIGMOD 2024) | June 2024, Vol 2(3)

Publication

LST-Bench: Benchmarking Log-Structured Tables in the Cloud

Jesús Camacho-Rodríguez, Ashvin Agrawal, Anja Gruenheid, Ashit Gosalia, Cristian Petculescu, Josep Aguilar-Saborit, Avrilia Floratou, Carlo Curino, Raghu Ramakrishnan

ACM SIGMOD | June 2024

Publication

Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks

Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri

SIGMOD 2024 | June 2024

Publication

Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations

Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri

SIGMOD 2024 | June 2024

Publication

Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud

Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Michael Nelson, Andrew Carter, David Liao, Travis Wright, Jesús Camacho-Rodríguez, Karla Saur

SIGMOD | June 2024

to appear

Publication

Lorentz: Learned SKU Recommendation Using Profile Data

Nick Glaze, Tria McNeely, Yiwen Zhu, Matthew Gleeson, Helen Serr, Rajeev Bhopi, Subru Krishnan, Yiwen Zhu, Subru Krishnan

SIGMOD 2024 | May 2024, Vol 2: pp. 149

Microsoft Research Blog

Research Focus: Week of May 13, 2024

May 15, 2024 | Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Serena Hillman, Thomas Ball, Peli de Halleux, James Devine, Michal Moskal, Vivek Seshadri, Manohar Swaminathan, Sunayana Sitaram, Hanna Wallach, Jenn Wortman Vaughan, Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Yeyun Gong, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Mao Yang, Bonnie Kruft

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 remarkable performance…

Publication

VASIM: Vertical Autoscaling Simulator Toolkit

Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez

IEEE International Conference on Data Engineering (ICDE 2024) | May 2024