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)

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)

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)

Junjie Xing (4)

Lu Wang (4)

Alvin Chen (3)

Alec Wolman (3)

Andrew Putnam (3)

Victor Bahl (3)

Butler Lampson (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)

Ravishankar Krishnaswamy (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)

Qi Chen (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)

Baotong Lu (3)

Lev Tankelevitch (3)

Rebecca Janssen (3)

Xiaoying Wang (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)

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)

Irene Zhang (2)

Dan R. K. Ports (2)

Sitaram Lanka (2)

Esha Ghosh (2)

Qianxi Zhang (2)

Tobias Schnabel (2)

Kate Lytvynets (2)

Vaishnavi Ranganathan (2)

Akshay Nambi (2)

Mohit Jain (2)

Adam D. Troy (2)

Benjamin Arai (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)

Haotian Li (2)

Kiran Tomlinson (2)

Gaurav Verma (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)

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)

Nagarajan Natarajan (1)

Christopher Gooley (1)

Scarlett Li (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)

Judith Amores (1)

Nan Chen (1)

Marco Molinaro (1)

Yasharth Bajpai (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)

Jing Liu (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)

Pranav Khadpe (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)

Harrison Siegel (1)

Ramkumar Ramachandran (1)

Maks Cegielski-Johnson (1)

Andrey Zaikin (1)

Julie Beckley (1)

Rashmi Athavale (1)

Gaia Molinaro (1)

Adam Davies (1)

Seyi Adediwura (1)

Pak Hei (1)

Benjamin Laufer (1)

Richard Pignatiello (1)

Dong Xie (1)

Published Date

Publication

How Hierarchical Topics Evolve in Large Text Corpora

Weiwei Cui, Shixia Liu, Zhuofeng Wu, Hao Wei

IEEE Transactions on Visualization and Computer Graphics (IEEE InfoVis’14) | November 2014

Publication

Fair Allocation in Online Markets

Sreenivas Gollapudi, Debmalya Panigrahi

Proc. Intl. Conf. on Information and Knowledge Management (CIKM) | November 2014

Publication

Similarity Search using Concept Graphs

Rakesh Agrawal, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi

International Conference on Information and Knowledge Management (CIKM) | November 2014

Publication

Reservation-based Scheduling: If You’re Late Don’t Blame Us!

Carlo Curino, Djellel E. Difallah, Chris Douglas, Subru Krishnan, Raghu Ramakrishnan, Sriram Rao

SoCC’14 | November 2014

Project

Publication

Searching Locally-Defined Entities

Zhaohui Wu, Yuanhua Lv, Ariel Fuxman

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management | November 2014

ISBN: 978-1-4503-2598-1

Publication

Recommendations in Location-based Social Networks: A Survey

Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel

GeoInformatica | November 2014, Vol 19(3): pp. 525-565

Project Project

Publication

Using Pre-Release Test Failures to Build Early Post-Release Defect Prediction Models

Kim Herzig

Proceedings of the 25th International Symposium on Software Reliability Engineering | November 2014

Project

Publication

RC-NET: A General Framework for Incorporating Knowledge into Word Representations

Chang Xu, Yalong Bai, Jiang Bian, Bin Gao, Gang Wang, Xiaoguang Liu, Tie-Yan Liu

November 2014

Publication

Revisiting the Divergence Minimization Feedback Model

Yuanhua Lv, ChengXiang Zhai

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management | November 2014

ISBN: 978-1-4503-2598-1

Publication

Asymmetric Features of Human Generated Translation

Sauleh Eetemadi, Kristina Toutanova

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing | November 2014