Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI

Selected Papers from DaWaK 2012

Nonfiction, Computers, Database Management, General Computing
Cover of the book Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI by , Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783662478042
Publisher: Springer Berlin Heidelberg Publication: July 16, 2015
Imprint: Springer Language: English
Author:
ISBN: 9783662478042
Publisher: Springer Berlin Heidelberg
Publication: July 16, 2015
Imprint: Springer
Language: English

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 volume, the 21st issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Data Warehousing and Knowledge Discovery from Big Data, and contains extended and revised versions of eight papers selected as the best papers from the 14th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2012), held in Vienna, Austria, during September 3-6, 2012. These papers cover several advanced Big Data topics, ranging from data cube computation using MapReduce to multiple aggregations over multidimensional databases, from data warehousing systems over complex energy data to OLAP-based prediction models, from extended query engines for continuous stream analytics to popular pattern mining, and from rare pattern mining to enhanced knowledge discovery from large cross-document corpora.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 volume, the 21st issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Data Warehousing and Knowledge Discovery from Big Data, and contains extended and revised versions of eight papers selected as the best papers from the 14th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2012), held in Vienna, Austria, during September 3-6, 2012. These papers cover several advanced Big Data topics, ranging from data cube computation using MapReduce to multiple aggregations over multidimensional databases, from data warehousing systems over complex energy data to OLAP-based prediction models, from extended query engines for continuous stream analytics to popular pattern mining, and from rare pattern mining to enhanced knowledge discovery from large cross-document corpora.

More books from Springer Berlin Heidelberg

Cover of the book Selling Tourism Services at a Distance by
Cover of the book Behavioral Neurobiology of Depression and Its Treatment by
Cover of the book Emissions Trading by
Cover of the book Hybrid Latex Particles by
Cover of the book Clinical Anatomy of the Pelvic Floor by
Cover of the book Craniofacial Surgery by
Cover of the book JIMD Reports, Volume 44 by
Cover of the book Of Fish, Fly, Worm, and Man by
Cover of the book Towards Practical Brain-Computer Interfaces by
Cover of the book Arbeitsbuch Ergotherapie individualisiert gestalten by
Cover of the book Mineral Trioxide Aggregate in Dentistry by
Cover of the book Innovationen im Handel by
Cover of the book Die Leitentscheidung by
Cover of the book Judges Against Justice by
Cover of the book Geschäftsmodell Nachhaltigkeit by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy