Editors:
- Constitutes a regular issue of the Transactions on Large-Scale Data- and Knowledge-Centered Systems
- Contains in-depth papers on topics ranging from privacy preserving to question answering based on mutual information and reinforced co-occurance
- Presents a tensor data model for logical data independence and data impedance mismatch, as well as a scalable on-line algorithm that manages configuration changes while providing read-after-write consistency
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11860)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
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Table of contents (5 chapters)
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Front Matter
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Back Matter
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 42nd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, consists of five revised selected regular papers, presenting the following topics: Privacy-Preserving Top-k Query Processing in Distributed Systems; Trust Factors and Insider Threats in Permissioned Distributed Ledgers: An Analytical Study and Evaluation of Popular DLT Frameworks; Polystore and Tensor Data Model for Logical Data Independence and Impedance Mismatch in Big Data Analytics; A General Framework for Multiple Choice Question Answering Based on Mutual Information and Reinforced Co-occurrence; Rejig: A Scalable Online Algorithm for Cache Server Configuration Changes.
Keywords
- antennas
- artificial intelligence
- big data
- big datum
- caching
- computer architecture
- data mining
- data security
- impedance matching (electric)
- Impedance mismatch
- internet
- network management
- network operations
- privacy
- privacy preserving
- Quality of Service (QoS)
- question answering
- semantics
- wireless telecommunication systems
- World Wide Web
Editors and Affiliations
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IRIT, Paul Sabatier University, Toulouse, France
Abdelkader Hameurlain
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FAW, University of Linz, Linz, Austria
Roland Wagner
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems XLII
Editors: Abdelkader Hameurlain, Roland Wagner
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-60531-8
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2019
Softcover ISBN: 978-3-662-60530-1Published: 30 October 2019
eBook ISBN: 978-3-662-60531-8Published: 17 October 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: IX, 135
Number of Illustrations: 17 b/w illustrations, 26 illustrations in colour
Topics: Computer Communication Networks, System Performance and Evaluation, Systems and Data Security, Operating Systems, Logic Design, Information Systems and Communication Service