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

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

Special Issue on Advances in Data Warehousing and Knowledge Discovery

Editors: Hameurlain, A., Küng, J., Wagner, R., Cuzzocrea, A., Dayal, U. (Eds.)

  • Contains the best papers selected from DaWaK 2011
  • Offers an innovative, modern research perspective on data warehousing and knowledge discovery
  • Aims to fulfill innovative requirements posed by the realization of data warehousing and knowledge discovery in emerging fields
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eBook $69.99
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  • ISBN 978-3-642-37574-3
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  • ISBN 978-3-642-37573-6
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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 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. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This, the eighth issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers focusing on the following topics: scalable data warehousing via MapReduce, extended OLAP multidimensional models, naive OLAP engines and their optimization, advanced data stream processing and mining, semi-supervised learning of data streams, incremental pattern mining over data streams, association rule mining over data streams, frequent pattern discovery over data streams.

Table of contents (8 chapters)

  • ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce

    Liu, Xiufeng (et al.)

    Pages 1-31

  • The Planning OLAP Model – A Multidimensional Model with Planning Support

    Jaecksch, Bernhard (et al.)

    Pages 32-52

  • Query Optimization for the NOX OLAP Algebra

    Taleb, Ahmad (et al.)

    Pages 53-88

  • Finding Critical Thresholds for Defining Bursts in Event Logs

    Lahiri, Bibudh (et al.)

    Pages 89-112

  • Concurrent Semi-supervised Learning with Active Learning of Data Streams

    Nguyen, Hai-Long (et al.)

    Pages 113-136

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-37574-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $95.00
price for USA
  • ISBN 978-3-642-37573-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII
Book Subtitle
Special Issue on Advances in Data Warehousing and Knowledge Discovery
Editors
  • Abdelkader Hameurlain
  • Josef Küng
  • Roland Wagner
  • Alfredo Cuzzocrea
  • Umeshwar Dayal
Series Title
Transactions on Large-Scale Data- and Knowledge-Centered Systems
Series Volume
7790
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-37574-3
DOI
10.1007/978-3-642-37574-3
Softcover ISBN
978-3-642-37573-6
Series ISSN
1869-1994
Edition Number
1
Number of Pages
XII, 197
Number of Illustrations and Tables
99 b/w illustrations
Topics