Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI
Series: Lecture Notes in Computer Science; 12410;
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Product details:
- Edition number 1st ed. 2020
- Publisher Springer Berlin Heidelberg
- Date of Publication 20 November 2020
- Number of Volumes 1 pieces, Book
- ISBN 9783662623855
- Binding Paperback
- No. of pages189 pages
- Size 235x155 mm
- Weight 454 g
- Language English
- Illustrations VII, 189 p. 64 illus., 42 illus. in color. Illustrations, black & white 114
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Long description:
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:
Extracting Insights: A Data Centre Architecture Approach in Million Genome Era.- Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations.- Temporal Pattern Mining for E-Commerce Dataset.- Scalable Schema Discovery for RDF Data.- Load-Aware Shedding in Stream Processing Systems.- Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks.
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