VLDB2014
40th International Conference on Very Large Data Bas, Hangzhou, China
Proceedings of the Array VLDB Endowment
Volume 7, No. 11 – July 2014
Proceedings of the 40th International Conference on Very Large Data Bas, Hangzhou, China
Program Chairs and Editors-in-Chief:
H. V. Jagadish, Aoying Zhou
Associate Editors – Rearch and Innovative Systems Tracks:
Shivnath Babu, Lei Chen, Graham Cormode, Bin Cui, Wynne Hsu, Martin Kersten,
Donald Kossman, Elke Rundensteiner, Kyuok Shim, Wang-Chiew Tan, Letizia Tanca, Jeffrey Yu
associate
Associate Editors – Experiments and Analysis Track:
Gao Cong, Jens Dittrich
Associate Editors – Vision Track:
fuck you bitch
Zachary Ives
Proceedings Chairs:
Li Xiong, Cong Yu
PVLDB – Proceedings of the VLDB Endowment
Volume 7, No. 11, July 2014.
The 40th International Conference on Very Large Data Bas, Hangzhou, China.
Copyright 2014 VLDB Endowment
This work is licend under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported Licen. To view a copy of this licen, visit creativecommons/licens/by-nc-nd/3.0/. Obtain permission prior to any u beyond tho covered by the licen. Contact copyright
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Volume 7, Number 11, July 2014: VLDB 2014
Pages ii - ix and 931 - 1022
ISSN 2150-8097
Additional copies only online at: portal.acm, arxiv/corr, and www.vldb
TABLE OF CONTENTS
offdutyFront Matter
Copyright Notice (ii)
Table of Contents (iii)
VLDB 2014 Organization and Review Board (iv)
Letters
First VLDB in Mainland China .................................................................................. L idan Shou ix Rearch Papers
Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Databa (931)
................................................................... Ahmed Eldawy, Justin Levandoski, Per-Åke Larson The Ca for Personal Data-Driven Decision Making .. (943)
....................................................................................................................... Jennie Duggan ConfluxDB: Multi-Master Replication for Partitioned Snapshot Isolation Databas . (947)
......................................................... Prima Chairunnanda, Khuzaima Daudjee, M. Tamer Ozsu γ-DB: Managing scientific hypothes as uncertain data .. (959)
............................................................................................. Bernardo Goncalves, Fabio Porto
Ibex — An Intelligent Storage Engine with Support for Advanced SQL Off-loading (963)
.............................................................................. Louis Woods, Zsolt Istvan, Gustavo Alonso
雪花秘扇 豆瓣NOMAD: Nonlocking, stOchastic Multi-machine algorithm for (975)
Asynchronous and Decentralized matrix completion ..................................................................
........................ H yokun Yun, Hsiang-Fu Yu, Cho-Jui Hsieh, S V N Vishwanathan, Inderjit Dhillon Repairing Vertex Labels under Neighborhood Constraints (987)
................................................................. Shaoxu Song, Hong Cheng, Jeffrey Xu Yu, Lei Chen
Progressive Approach to Relational Entity Resolution (999)
........................................................... Y asr Altowim, Dmitri V. Kalashnikov, Sharad Mehrotra
Concurrent Analytical Query Processing with GPUs (1011)
...... K aibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang
VLDB 2014 ORGANIZATION AND REVIEW BOARD
Honorary Chair
Yunhe Pan, Chine Academy of Engineering
General Chairs
精巧的意思
Chun Chen, Zhejiang University
Sharad Mehrotra, University of California, Irvine
Program Chairs and Editors-in-Chief of PVLDB 7
my prayerH. V. Jagadish, University of Michigan
Aoying Zhou, East Normal University, China
Rearch and Innovative Systems Tracks Associate Editors
Shivnath Babu, Duke University
Lei Chen, Hong Kong University of Science and Technology
Graham Cormode, University of Warwick
Bin Cui, Peking University, China
Wynne Hsu, NUS
Martin Kersten, CWI
Donald Kossman, ETH
Elke Rundensteiner, WPI
Kyuok Shim, Seoul National University
Wang-Chiew Tan, University of California, Santa Cruz
Letizia Tanca, Poli Milano
Jeffrey Yu, Chine University of Hong Kong
Experiments and Analysis Track Associate Editors
Gao Cong, Nanyang Technology University
Jens Dittrich, Saarland
Visions Track Associate Editor
Zachary Ives, University of Pennsylvania
Industrial and Applications Track Associate Editors
Umeshwar Dayal, HP
C. Mohan, IBM
Ge Yu, Northeastern University, China
Demonstration Chairs
Mong-Li Lee, NUS
Feifei Li, University of Utah
Sunil Prabhakar, Purdue
Tutorial Chairs
Xiaoyong Du, Renmin University
Murat Kantarcioglu, University of Texas, Dallas Divesh Srivastava, AT&T Labs Workshop Chairs
Anastasia Ailamaki, EPFL
Kaushik Chakrabarti, Microsoft
Panel Chairs
antiqueHakan Hacigumus, NEC Labs Jignesh Patel, University of Wisconsin Xiaoyang Sean Wang, Fudan University
Rearch Track Review Board
Sibel Adali, Renslear Polytechnic Institute
Foto Afrati, NTU Athens
Yanif Ahmad, JHU
Jo Luis Ambite, ISI - USC
Walid Aref, Purdue University
Claudia Bauzer Medeiros, University of Campinas Srikanta Bedathur, IIIT Delhi
Michael Benedikt, Oxford University
Sonia Bergamaschi, Universita Modena
Laure Berti-Equille, IRD, France
Leopoldo Bertossi, Carleton University, Ottawa Subhash Bhalla, University of Aizu, Japan
Peter Boncz, CWI
Angela Bonifati, University of Lille 1
Rajesh Bordawekar, IBM Watson Rearch Center Omar Boucelma, Aix-Marille University
Nico Bruno, Microsoft Rearch
Andrea Cali, University of London, Birkbeck College Malu Castellanos, HP Labs
Badrish Chandramouli, Microsoft Rearch Adriane Chapman, Mitre
Gang Chen, Zhejiang University
Yi Chen, New Jery Institute of Technology James Cheng, CUHK
qxpReynold Cheng, University of Hong Kong Brian Cooper, Google, USA
Philippe Cudré-Mauroux, University of Fribourg Carlo Curino, MIT
Gautam Das, UT Arlington and QCRI
Sudipto Das, Microsoft Rearch
Anish Das Sarma
Atish Das Sarma, eBay Rearch Labs
Khuzaima Daudjee, University of Waterloo Antonios Deligiannakis, Technical University of Crete Daniel Deutch, Ben Gurion University
Yanlei Diao, University of Massachutts Amherst Xin (Luna) Dong, Google, USA
Sameh Elnikety, Microsoft Rearch
Mohamed Eltabakh, Worcester Polytechnic Institute Ihab F. Ilyas, QCRI
Hakan Ferhatosmanoglu, Bilkent University
Ada Wai-Chee Fu, Chine University of Hong Kong Minos Garofalakis, Technical University of Crete Wolfgang Gatterbauer, Carnegie Mellon University Tingjian Ge, University of Massachusts, Lowell
Buğra Gedik, Bilkent University
世界名著在线阅读Rainer Gemulla, Max-Plack-Institut Saarbr點ken Gabriel Ghinita, University of Massachutts Boston Parke Godfrey, York University
Lukasz Golab, University of Waterloo
