Transactions on Large-Scale Data- and Knowledge-Centered Systems LIII: 13840 (Lecture Notes in Computer Science, 13840) - Softcover

Softcover

ISBN 10: 3662668629 ISBN 13: 9783662668627

Publisher: Springer, 2023

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 53rd issue of Transactions on Large-scale Data and Knowledge-centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural network, protected features, imbalanced data, causal consistency in distributed databases, actor model, and elastic horizontal scalability.

About this title

From the Back Cover

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 53rd issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural networks, protected features, imbalanced data, causal consistency in distributed databases, actor models, and elastic horizontal scalability.

Edition details

• Publisher: Springer
• Publication date: 2023
• Language: English
• ISBN 10: 3662668629
• ISBN 13: 9783662668627
• Binding: Paperback
• Edition number: 1
• Number of pages: 176
• Editor: Hameurlain Abdelkader, Tjoa A Min