Big Data Analytics First International Conference, BDA 2012, New Del
This book constitutes the refereed proceedings of the First International Conference on Big Data Analytics, BDA 2012, held in New Delhi, India, in December 2012. The 5 regular papers and 5 short papers presented were carefully reviewed and selected from 4
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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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Srinath Srinivasa Vasudha Bhatnagar (Eds.)
Big Data Analytics First International Conference, BDA 2012 New Delhi, India, December 24-26, 2012 Proceedings
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Volume Editors Srinath Srinivasa International Institute of Information Technology 26/C, Electronics City, Hosur Road, Bangalore 560100, India E-mail: [email protected] Vasudha Bhatnagar University of Delhi, Faculty of Mathematical Sciences 107, Department of Computer Science Delhi 110007, India E-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-35541-7 e-ISBN 978-3-642-35542-4 DOI 10.1007/978-3-642-35542-4 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2012953578 CR Subject Classification (1998): H.3, I.2, H.4, H.2.8, I.4, H.5 LNCS Sublibrary: SL 3 – Information Systems and Application, incl. Internet/Web and HCI
© Springer-Verlag Berlin Heidelberg 2012 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
The arrival of the so-called Petabyte Age has compelled the analytics community to pay serious attention to development of scalable algorithms for intelligent data analysis. In June 2008, Wired magazine featured a special section on “The Petabyte Age” and stated that “..our abili
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