Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI: Lecture Notes in Computer Science, cartea 12410
Editat de Abdelkader Hameurlain, A Min Tjoaen Limba Engleză Paperback – 20 noi 2020
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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Specificații
ISBN-13: 9783662623855
ISBN-10: 3662623854
Pagini: 189
Ilustrații: VII, 189 p. 64 illus., 42 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.32 kg
Ediția:1st ed. 2020
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Transactions on Large-Scale Data- and Knowledge-Centered Systems
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3662623854
Pagini: 189
Ilustrații: VII, 189 p. 64 illus., 42 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.32 kg
Ediția:1st ed. 2020
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Transactions on Large-Scale Data- and Knowledge-Centered Systems
Locul publicării:Berlin, Heidelberg, Germany
Cuprins
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.
Textul de pe ultima copertă
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.
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.
Caracteristici
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