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Towards Ultra-High Speed Online Network Traffic Classification

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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Rs. 4,835

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  • Product Description
 

Ultra-high speed networks require real-time traffic classification in order to identify the presence of certain network applications and utilize network resources to ensure these applications run smoothly. Machine learning provides a promising alternative for traffic classification based on statistical flow features, avoiding raising privacy and security concerns. Accurate traffic classification, however, is an expensive procedure that can increase networking latency and decrease bandwidth. As an open specification, the OpenFlow protocol provides the flexibility of programmable flow processing to perform more complicated statistical analysis. So, enhanced with machine learning algorithms and OpenFlow extensions, my research focuses on the design and implementation of traffic classification system that accurately classifies traffic without affecting the latency or bandwidth of network.

Product Specifications
SKU :COC65769
AuthorSanping Li
LanguageEnglish
BindingPaperback
Number of Pages200
Publishing Year2013-03-22T00:00:00.000
ISBN9783659370489
Edition1 st
Book TypeComputer networking & communications
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-08 00:00:00