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024 7 _a10.1007/978-3-662-45761-0
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems XV
_h[electronic resource] :
_bSelected Papers from ADBIS 2013 Satellite Events /
_cedited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Barbara Catania, Giovanna Guerrini, Themis Palpanas, Jaroslav Pokorný, Athena Vakali.
250 _a1st ed. 2014.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aIX, 125 p. 49 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v8920
505 0 _aGPU-Accelerated Database Systems: Survey and Open Challenges -- Compression Planner for Time Series Database with GPU Support -- A Global Paradigm for Designing Parallel Relational Data Warehouses in Distributed Environments -- Improving Clustering-Based Schema Matching Using Latent Semantic Indexing.
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 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. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This special issue contains extended and revised versions of 4 papers, selected from the 25 papers presented at the satellite events associated with the 17th East-European Conference on Advances in Databases and Information Systems (ADBIS 2013), held on September 1-4, 2013 in Genoa, Italy. The three satellite events were GID 2013, the Second International Workshop on GPUs in Databases; SoBI 2013, the First International Workshop on Social Business Intelligence: Integrating Social Content in Decision Making; and OAIS 2013, the Second International Workshop on Ontologies Meet Advanced Information Systems. The papers cover various topics in large-scale data and knowledge-centered systems, including GPU-accelerated database systems and GPU-based compression for large time series databases, design of parallel data warehouses, and schema matching. The special issue content, which combines both theoretical and application-based contributions, gives a useful overview of some of the current trends in large-scale data and knowledge management and will stimulate new ideas for further research and development within both the scientific and industrial communities.
650 0 _aDatabase management.
_93157
650 0 _aData mining.
_93907
650 1 4 _aDatabase Management.
_93157
650 2 4 _aData Mining and Knowledge Discovery.
_9162844
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9162845
700 1 _aKüng, Josef.
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_9162846
700 1 _aWagner, Roland.
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_9162847
700 1 _aCatania, Barbara.
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_9162848
700 1 _aGuerrini, Giovanna.
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_9162849
700 1 _aPalpanas, Themis.
_eeditor.
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700 1 _aPokorný, Jaroslav.
_eeditor.
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_9162851
700 1 _aVakali, Athena.
_eeditor.
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_9162852
710 2 _aSpringerLink (Online service)
_9162853
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
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_v8920
_9162854
856 4 0 _uhttps://doi.org/10.1007/978-3-662-45761-0
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