Low Latency, High Performance Data Stream Processing

Name: Low Latency, High Performance Data Stream Processing
Brand: VDM Verlag
SKU: 9783639240757
Price: 253.55 PLN
Availability: InStock

Systems Architecture, Algorithms and Implementation

Autor: Ali Salehi

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Dostępna u dostawcy

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253.55 zł

Data stream oriented applications are typically dealing with huge volumes of data. Storing data and...

Informacje o książce

Autor

Ali Salehi

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2010

strony

148

EAN

9783639240757

ISBN

3639240758

Enbook ID

06831729

Wydawca

VDM Verlag

Waga

227

Wymiary

152 x 229 x 9

Pełny opis

Data stream oriented applications are typically dealing with huge volumes of data. Storing data and performing off-line processing on this huge data set can be costly, time consuming and impractical. This work describes our research results while designing and implementing an efficient data management system for on-line and off-line processing of streaming data. We present major existing data stream processing engines, their internal architecture and how they compare to our platform, Global Sensor Network (GSN) middleware. In order to achieve high efficiency while processing large volumes of streaming data using window-based continuous queries, we present a set of optimization algorithms and techniques to intelligently group and process different types of continuous queries. Moreover we present an efficient query scheduling component which not only increases the performance at least by an order of magnitude but also, decreases the response time and memory requirements. Finally, we present techniques and algorithms to enable scalable delivery of streaming data for high data rate streams (e.g., Financial Ticks).

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Low Latency, High Performance Data Stream Processing

Systems Architecture, Algorithms and Implementation

Informacje o książce

Pełny opis

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