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Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI

  • Book
  • © 2020

Overview

Editors:
  1. Abdelkader Hameurlain

    1. IRIT, Paul Sabatier University, Toulouse, France

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  2. A Min Tjoa

    1. IFS, Vienna University of Technology, Vienna, Austria

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    You can also search for this editor in PubMed   Google Scholar

  • Contains detailed papers on data management and systems
  • Topics range from scalable schema discovery to load shedding and selectivity estimation using linked Bayesian networks
  • Covers genomic data management and medical data cloud federations

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12410)

Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)

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About this book

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.

This, the 46th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include an elastic framework for genomic data management, medical data cloud federations, temporal pattern mining, scalable schema discovery, load shedding, and selectivity estimation using linked Bayesian networks.


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Table of contents (6 chapters)

  1. Front Matter

    Pages i-vii
    Download chapter PDF

  2. Extracting Insights: A Data Centre Architecture Approach in Million Genome Era

    • Tariq Abdullah, Ahmed Ahmet
    Pages 1-31

  3. Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations

    • Trung-Dung Le, Verena Kantere, Laurent d’Orazio
    Pages 32-66

  4. Temporal Pattern Mining for E-commerce Dataset

    • Mohamad Kanaan, Remy Cazabet, Hamamache Kheddouci
    Pages 67-90

  5. Scalable Schema Discovery for RDF Data

    • Redouane Bouhamoum, Zoubida Kedad, Stéphane Lopes
    Pages 91-120

  6. Load-Aware Shedding in Stream Processing Systems

    • Nicoló Rivetti, Yann Busnel, Leonardo Querzoni
    Pages 121-153

  7. Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks

    • Max Halford, Philippe Saint-Pierre, Franck Morvan
    Pages 154-188

  8. Back Matter

    Pages 189-189
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Editors and Affiliations

  • IRIT, Paul Sabatier University, Toulouse, France

    Abdelkader Hameurlain

  • IFS, Vienna University of Technology, Vienna, Austria

    A Min Tjoa

Bibliographic Information

  • Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI

  • Editors: Abdelkader Hameurlain, A Min Tjoa

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-662-62386-2

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2020

  • Softcover ISBN: 978-3-662-62385-5Published: 20 November 2020

  • eBook ISBN: 978-3-662-62386-2Published: 20 November 2020

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: VII, 189

  • Number of Illustrations: 22 b/w illustrations, 42 illustrations in colour

  • Topics: Database Management, Artificial Intelligence, Statistics, general

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