Articles liés à Data Stream Management

Data Stream Management - Couverture souple

 
9781608452729: Data Stream Management

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Synopsis

Many applications process high volumes of streaming data, among them Internet traffic analysis, financial tickers, and transaction log mining. In general, a data stream is an unbounded data set that is produced incrementally over time, rather than being available in full before its processing begins.

In this lecture, we give an overview of recent research in stream processing, ranging from answering simple queries on high-speed streams to loading real-time data feeds into a streaming warehouse for off-line analysis.

We will discuss two types of systems for end-to-end stream processing: Data Stream Management Systems (DSMSs) and Streaming Data Warehouses (SDWs). A traditional database management system typically processes a stream of ad-hoc queries over relatively static data. In contrast, a DSMS evaluates static (long-running) queries on streaming data, making a single pass over the data and using limited working memory. In the first part of this lecture, we will discuss research problems in DSMSs, such as continuous query languages, non-blocking query operators that continually react to new data, and continuous query optimization. The second part covers SDWs, which combine the real-time response of a DSMS by loading new data as soon as they arrive with a data warehouse's ability to manage Terabytes of historical data on secondary storage.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

  • ÉditeurMorgan & Claypool Publishers
  • Date d'édition2010
  • ISBN 10 1608452727
  • ISBN 13 9781608452729
  • ReliureBroché
  • Langueanglais
  • Nombre de pages73
  • Coordonnées du fabricantnon disponible

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Autres éditions populaires du même titre

9783031007095: Data Stream Management

Edition présentée

ISBN 10 :  3031007093 ISBN 13 :  9783031007095
Editeur : Springer International Publishin..., 2010
Couverture souple