20% off all books with the code: BOOKS
  • check 10+ million books
  • check New arrivals every day
  • check Trusted by 1M+ customers
  • check Great prices & discounts
  • check Shipping across Europe

Low Latency, High Performance Data Stream Processing: Systems Architecture, Algorithms and Implementation - Ali Salehi

English
2010-04-28
€88.10 €110.13

-20% with code BOOKS

In stock at our supplier

Shipping in 10-16 days

30-day return policy

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 process ... Full description

You May Also Like

Description

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).

More Information

Author Ali Salehi
Publisher VDM Verlag Dr. Müller
Release year 2010
Cover type Softcover
EAN 9783639240757
Write Your Own Review
You're reviewing: Low Latency, High Performance Data Stream Processing: Systems Architecture, Algorithms and Implementation
Your Rating:

Goodreads Reviews

€88.10 €110.13