Specifying Big Data Benchmarks First Workshop, WBDB 2012, San Jose,

This book constitutes the thoroughly refereed revised selected papers of the First Workshop on Big Data Benchmarks, WBDB 2012, held in San Jose, CA, USA, in May 2012 and the Second Workshop on Big Data Benchmarks, WBDB 2012, held in Pune, India, in Decemb

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Tilmann Rabl Meikel Poess Chaitanya Baru Hans-Arno Jacobsen (Eds.)

Specifying Big Data Benchmarks First Workshop, WBDB 2012, San Jose, CA, USA, May 2012 and Second Workshop, WBDB 2012, Pune, India, December 2012 Revised Selected Papers

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Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Germany Madhu Sudan Microsoft Research, Cambridge, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany

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Tilmann Rabl Meikel Poess Chaitanya Baru Hans-Arno Jacobsen (Eds.)

Specifying Big Data Benchmarks First Workshop, WBDB 2012 San Jose, CA, USA, May 8-9, 2012 and Second Workshop, WBDB 2012 Pune, India, December 17-18, 2012 Revised Selected Papers

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Volume Editors Tilmann Rabl University of Toronto, Department of Electric and Computer Science 10 King’s College Road, SFB 540, Toronto, ON M5S 3G4, Canada E-mail: [email protected] Meikel Poess Oracle Corporation, Server Technologies 500 Oracle Parkway, Redwood Shores, CA 94065, USA E-mail: [email protected] Chaitanya Baru University of California San Diego, Supercomputer Center 9500 Gilman Drive, La Jolla, CA 92093-0505, USA E-mail: [email protected] Hans-Arno Jacobsen University of Toronto, Department of Electric and Computer Science 10 King’s College Road, SFB 540, Toronto, ON M5S 3G4, Canada E-mail: [email protected] ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-53973-2 e-ISBN 978-3-642-53974-9 DOI 10.1007/978-3-642-53974-9 Springer Heidelberg New York Dordrecht London Library of Congress Control Number: 2013956744 CR Subject Classification (1998): H.2, H.3, J.1, C.4 LNCS Sublibrary: SL 3 – Information Systems and Application, incl. Internet/Web and HCI © Springer-Verlag Berlin Heidelberg 2014 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or sc