Overview
- Covers time series management from edge to cloud
- Discusses the explanation of database query answers
- Touches on topics such as temporal graph management, tensor-based data mining or time-series prediction
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14160)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
Buy print copy
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.
This, the 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on temporal graph management, tensor-based data mining, time-series prediction, healthcare analytics over knowledge graphs, and explanation of database query answers.
Keywords
- artificial intelligence
- cloud computing
- communication systems
- computational linguistics
- computer networks
- computer systems
- data communication systems
- data mining
- databases
- distributed computer systems
- fuzzy sets
- information retrieval
- machine learning
- Natural Language Processing (NLP)
- network protocols
- parallel processing systems
- semantics
- signal processing
- telecommunication networks
- telecommunication systems
Table of contents (5 chapters)
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV
Book Subtitle: Special Issue on Data Management - Principles, Technologies, and Applications
Editors: Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-68014-8
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2023
Softcover ISBN: 978-3-662-68013-1Published: 22 September 2023
eBook ISBN: 978-3-662-68014-8Published: 21 September 2023
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: IX, 133
Number of Illustrations: 14 b/w illustrations, 37 illustrations in colour
Topics: Computer Applications, Data Mining and Knowledge Discovery, Information Storage and Retrieval