Transactions on Large-Scale Data- and Know...

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Beschreibung

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.

Zusammenfassung

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

Inhaltsverzeichnis

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.

Details

Erscheinungsjahr:	2020
Genre:	Informatik , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	vii 189 S. 22 s/w Illustr. 42 farbige Illustr. 189 p. 64 illus. 42 illus. in color.
ISBN-13:	9783662623855
ISBN-10:	3662623854
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Hameurlain, Abdelkader Tjoa, A. Min
Redaktion:	Hameurlain, Abdelkader Tjoa, A Min
Herausgeber:	Abdelkader Hameurlain/A Min Tjoa
Auflage:	1st edition 2020
Hersteller:	Springer Springer-Verlag GmbH
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 12 mm
Von/Mit:	Abdelkader Hameurlain (u. a.)
Erscheinungsdatum:	20.11.2020
Gewicht:	0,312 kg