000			02346nam a2200313Ia 4500
000			03120nam a22003375i 4500
001			978-3-662-66863-4
003			DE-He213
005			20240319120737.0
007			cr nn 008mamaa
008			230208s2023 gw | s |||| 0|eng d
020			_a9783662668634 _9978-3-662-66863-4
082			_a5.3
245			_aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIII _cedited by Abdelkader Hameurlain, A Min Tjoa. _h[electronic resource] /
250			_a1st ed. 2023.
260			_aBerlin, Heidelberg _bSpringer Berlin Heidelberg _c2023
300			_aIX, 167 p. 39 illus., 27 illus. in color. _bonline resource.
520			_aThe 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.
650			_aApplication software. _927440
650			_aArtificial intelligence. _927441
650			_aArtificial Intelligence. _927442
650			_aComputer and Information Systems Applications. _927443
650			_aDatabase management. _927444
650			_aDatabase Management. _927445
700			_aHameurlain, Abdelkader. _927446
700			_aTjoa, A Min. _927447
856			_uhttps://doi.org/10.1007/978-3-662-66863-4
942			_cEBK _2ddc
999			_c14862 _d14862