Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI

✍ Scribed by Abdelkader Hameurlain, A Min Tjoa

• Publisher: Springer Berlin Heidelberg;Springer
• Year: 2020
• Tongue: English
• Leaves: 197
• Series: Lecture Notes in Computer Science 12410
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-vii
Extracting Insights: A Data Centre Architecture Approach in Million Genome Era (Tariq Abdullah, Ahmed Ahmet)....Pages 1-31
Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations (Trung-Dung Le, Verena Kantere, Laurent d’Orazio)....Pages 32-66
Temporal Pattern Mining for E-commerce Dataset (Mohamad Kanaan, Remy Cazabet, Hamamache Kheddouci)....Pages 67-90
Scalable Schema Discovery for RDF Data (Redouane Bouhamoum, Zoubida Kedad, Stéphane Lopes)....Pages 91-120
Load-Aware Shedding in Stream Processing Systems (Nicoló Rivetti, Yann Busnel, Leonardo Querzoni)....Pages 121-153
Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks (Max Halford, Philippe Saint-Pierre, Franck Morvan)....Pages 154-188
Back Matter ....Pages 189-189

✦ Subjects

Computer Science; Database Management; Statistics, general