Transactions on Large-Scale Data- and Knowledge-Centered Systems XLIV: Special Issue on Data Management – Principles, Technologies, and Applications

✍ Scribed by Abdelkader Hameurlain, A Min Tjoa, Philippe Lamarre, Karine Zeitouni

• Publisher: Springer Berlin Heidelberg;Springer
• Year: 2020
• Tongue: English
• Leaves: 202
• Series: Lecture Notes in Computer Science 12380
• 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 44th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised and extended papers selected from the 35th conference on Data Management – Principles, Technologies and Applications, BDA 2019. The topics covered include big data, graph data streams, workflow execution in the cloud, privacy in crowdsourcing, secure distributed computing, machine learning, and data mining for recommendation systems.

✦ Table of Contents

Front Matter ....Pages i-vii
Scalable Saturation of Streaming RDF Triples (Mohammad Amin Farvardin, Dario Colazzo, Khalid Belhajjame, Carlo Sartiani)....Pages 1-40
Efficient Execution of Scientific Workflows in the Cloud Through Adaptive Caching (Gaëtan Heidsieck, Daniel de Oliveira, Esther Pacitti, Christophe Pradal, François Tardieu, Patrick Valduriez)....Pages 41-66
From Task Tuning to Task Assignment in Privacy-Preserving Crowdsourcing Platforms (Joris Duguépéroux, Tristan Allard)....Pages 67-107
Secure Distributed Queries over Large Sets of Personal Home Boxes (Riad Ladjel, Nicolas Anciaux, Philippe Pucheral, Guillaume Scerri)....Pages 108-131
Evaluating Classification Feasibility Using Functional Dependencies (Marie Le Guilly, Jean-Marc Petit, Vasile-Marian Scuturici)....Pages 132-159
Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers (Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy, Christiane Kamdem-Kengne, Jalil Chagraoui)....Pages 160-193
Back Matter ....Pages 195-195

✦ Subjects

Computer Science; Database Management; Computer Systems Organization and Communication Networks; Information Systems Applications (incl.Internet); Software Engineering/Programming and Operating Systems