Data Stream Analysis
- Algorithms and Performance Evaluation
- Format
- Bog, hardback
- Engelsk
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Beskrivelse
Centralized and distributed algorithms are remarkable by their capacity of accurately estimating different types of statistics in a space and computational efficient way. The first part of this book is dedicated to the presentation of mathematical tools that will be needed in the remaining of the book. Then, a survey of the important models, and algorithms will be presented. Each of these algorithms will be accompanied by a theoretical and experimental analysis. Based on this material, two important problems will be studied: the detection of DDoS attacks and the construction of a uniform data stream out of arbitrary biased ones.
Detaljer
- SprogEngelsk
- Sidetal200
- Udgivelsesdato04-05-2020
- ISBN139781848219465
- Forlag Iste Ltd And John Wiley & Sons Inc
- FormatHardback
Størrelse og vægt
10 cm
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