Network-Aware Optimization in Distributed Data Stream Systems | Sharing Data Stream Contents and Processing Results in Distributed Environments

Richard Kuntschke

ISBN 10: 3639102622 / ISBN 13: 9783639102628

Published by VDM Verlag Dr. Müller, 2013

About this Item

Network-Aware Optimization in Distributed Data Stream Systems | Sharing Data Stream Contents and Processing Results in Distributed Environments | Richard Kuntschke | Taschenbuch | Kartoniert / Broschiert | Englisch | 2013 | VDM Verlag Dr. Müller | EAN 9783639102628 | Verantwortliche Person für die EU: OmniScriptum GmbH & Co. KG, Bahnhofstr. 28, 66111 Saarbrücken, info[at]akademikerverlag[dot]de | Anbieter: preigu.

Seller Inventory # 101701535

Bibliographic Details

• Title: Network-Aware Optimization in Distributed Data Stream Systems | Sharing Data Stream Contents and Processing Results in Distributed Environments
• Publisher: VDM Verlag Dr. Müller
• Publication Date: 2013
• Language: English
• ISBN 10: 3639102622
• ISBN 13: 9783639102628
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 15W x 150H x 220D millimeters 15 millimeters width by 150 millimeters height by 220 millimeters depth
• Weight: 352 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Stream-based data management enables the efficient analysis and processing of large volumes of data in distributed environments. This book presents network-aware optimization techniques which allow an effective resource usage considering computational load and network bandwidth in a distributed data stream management system. The data stream sharing approach is thereby based on distributing query processing in the network and on sharing preprocessed data streams for satisfying multiple similar queries. To increase the possibilities for sharing, the extended approach of data stream widening is able to alter existing streams to additionally contain all the necessary data for a new query. Since data stream widening requires the treatment of disjunctive predicates, this book further describes methods for matching and evaluating such predicates. The book is thus a suitable source of information for computer scientists and engineers interested in the optimized processing, evaluation, and management of distributed data streams.