书目名称 | Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII |
副标题 | Special Issue on Adv |
编辑 | Abdelkader Hameurlain,Josef Küng,Umeshwar Dayal |
视频video | |
概述 | Contains the best papers selected from DaWaK 2011.Offers an innovative, modern research perspective on data warehousing and knowledge discovery.Aims to fulfill innovative requirements posed by the rea |
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 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, the eighth issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers focusing on the following topics: scalable data warehousing via MapReduce, ex |
出版日期 | Book 2013 |
关键词 | ETL; data mining; event logs; frequent patterns; query optimization |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-37574-3 |
isbn_softcover | 978-3-642-37573-6 |
isbn_ebook | 978-3-642-37574-3Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | Springer-Verlag Berlin Heidelberg 2013 |