Title Network classification for traffic management : anomaly detection, feature selection, clustering and classification / Zahir Tari, Adil Fahad, Abdulmohsen Almalawi and Xun Yi.

Publication Info.	Stevenage : Institution of Engineering and Technology, 2020.
	©2020

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Online ebook via EBSCO. Access restricted to current Rider University students, faculty, and staff.
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Description	1 online resource : illustrations.
	text file
Series	IET computing series ; volume 32
	IET computing series ; 32.
Bibliography	Includes bibliographical references and index (pages 261-268).
Contents	Introduction -- Background -- Related work -- A taxonomy and empirical analysis of clustering algorithms for traffic classification -- Toward an efficient and accurate unsupervised feature selection -- Optimizing feature selection to improve transport layer statistics quality -- Optimality and stability of feature set for traffic classification -- A privacy-perserving framework for traffic data publishing -- A semi-supervised approach for network traffic labeling -- A hybrid clustering-classification for accurate and efficient network classification -- Conclusion.
Summary	The book investigates network traffic classification solutions by proposing transport-layer methods to achieve better run and operated enterprise-scale networks. It deals with the following subjects: traffic management; anomaly detection; clustering algorithms; unsupervised feature selection; transport layer statistics quality; feature set; privacy preserving framework for traffic data publishing; semi-supervised approach for network traffic labelling; and hybrid clustering-classification.
Local Note	eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject	Telecommunication -- Traffic -- Management.
	Telecommunication -- Traffic -- Management.
	Computer network protocols -- Management.
	Computer network protocols.
	Management.
Genre/Form	Electronic books.
Added Author	Fahad, Adil, author.
	Almalawi, Abdulmohsen, author.
	Yi, Xun (College teacher), author.
Other Form:	Print version: NETWORK CLASSIFICATION FOR TRAFFIC MANAGEMENT. [Place of publication not identified] INST OF ENGIN AND TECH, 2020 1785619217 (OCoLC)1111784634
ISBN	1785619225 electronic book
	9781785619229 (electronic book)
	1785619217 hardcover
	9781785619212 hardcover

Title Network classification for traffic management : anomaly detection, feature selection, clustering and classification / Zahir Tari, Adil Fahad, Abdulmohsen Almalawi and Xun Yi.

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