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Title
Transactions on large-scale data- and knowledge centered systems LIII / Abdelkader Hameurlain, A Min Tjoa, editors.
ISBN
9783662668634 (electronic bk.)
3662668637 (electronic bk.)
3662668629
9783662668627
Published
Berlin, Germany : Springer, 2023.
Language
English
Description
1 online resource (167 pages) : illustrations (black and white).
Other Standard Identifiers
10.1007/978-3-662-66863-4 doi
Call Number
QA76.76.A65
Dewey Decimal Classification
005.74
Summary
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.
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Source of Description
Description based on print version record.
Series
Lecture notes in computer science ; 13840.
ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud
Variable-Size Segmentation for Time Series Representation
Semantic Similarity in a Taxonomy by Evaluating the Relatedness of Concept Senses with the Linked Data Semantic Distance
Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer
FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data
D-Thespis: A Distributed Actor-Based Causally Consistent DBMS.
