Kniha Network-Aware Optimization in Distributed Data Stream Systems Richard Kuntschke

Network-Aware Optimization in Distributed Data Stream Systems

Sharing Data Stream Contents and Processing Results in Distributed Environments

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: VDM Verlag
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 833
Stream-based data management enables the efficient§analysis and processing of large volumes of data...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2008
Stránek
252
EAN
9783639102628
ISBN
3639102622
Enbook ID
06819252
Vydavatel
Hmotnost
340
Rozměry
152 x 229 x 13

Kompletní popis

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.

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