书目名称 | Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI | 编辑 | Abdelkader Hameurlain,A Min Tjoa | 视频video | | 概述 | Contains detailed papers on data management and systems.Topics range from scalable schema discovery to load shedding and selectivity estimation using linked Bayesian networks.Covers genomic data manag | 丛书名称 | Lecture Notes in Computer Science | 图书封面 |  | 描述 | .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 46th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include an elastic framework for genomic data management, medical data cloud federations, temporal pattern mining, scalable schema discovery, load shedding, and selectivity estimation using linked Bayesian networks.. | 出版日期 | Book 2020 | 关键词 | artificial intelligence; Bayesian networks; big data; cloud computing; cloud federations; clustering algo | 版次 | 1 | doi | https://doi.org/10.1007/978-3-662-62386-2 | isbn_softcover | 978-3-662-62385-5 | isbn_ebook | 978-3-662-62386-2Series ISSN 0302-9743 Series E-ISSN 1611-3349 | issn_series | 0302-9743 | copyright | Springer-Verlag GmbH Germany, part of Springer Nature 2020 |
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