Read Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342)

Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342)

Federico Montesino Pouzols

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Description:As other complex systems in social and natural sciences as well as in engineering, the Internet is hard to understand from a technical point of view. Packet switched networks defy analytical modeling. The Internet is an outstanding and challenging case because of its fast development, unparalleled heterogeneity and the inherent lack of measurement and monitoring mechanisms in its core conception. This monograph deals with applications of computational intelligence methods, with an emphasis on fuzzy techniques, to a number of current issues in measurement, analysis and control of traffic in the Internet. First, the core building blocks of Internet Science and other related networking aspects are introduced. Then, data mining and control problems are addressed. In the first class two issues are considered: predictive modeling of traffic load as well as summarization of traffic flow measurements. The second class, control, includes active queue management schemes for Internet routers as well as window based end-to-end rate and congestion control. The practical hardware implementation of some of the fuzzy inference systems proposed here is also addressed. While some theoretical developments are described, we favor extensive evaluation of models using real-world data by simulation and experiments.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342). To get started finding Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342), you are right to find our website which has a comprehensive collection of manuals listed.
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ISBN: 3642180833

Description: As other complex systems in social and natural sciences as well as in engineering, the Internet is hard to understand from a technical point of view. Packet switched networks defy analytical modeling. The Internet is an outstanding and challenging case because of its fast development, unparalleled heterogeneity and the inherent lack of measurement and monitoring mechanisms in its core conception. This monograph deals with applications of computational intelligence methods, with an emphasis on fuzzy techniques, to a number of current issues in measurement, analysis and control of traffic in the Internet. First, the core building blocks of Internet Science and other related networking aspects are introduced. Then, data mining and control problems are addressed. In the first class two issues are considered: predictive modeling of traffic load as well as summarization of traffic flow measurements. The second class, control, includes active queue management schemes for Internet routers as well as window based end-to-end rate and congestion control. The practical hardware implementation of some of the fuzzy inference systems proposed here is also addressed. While some theoretical developments are described, we favor extensive evaluation of models using real-world data by simulation and experiments.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342). To get started finding Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342)

Mining and Control of Network Traffic by Computational Intelligence (Studies in Computational Intelligence, 342)

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[(Mining and Control of Network Traffic by Computational Intelligence)] [By (author) Federico Montesino Pouzols ] published on (March, 2011)

[(Mining and Control of Network Traffic by Computational Intelligence)] [By (author) Federico Montesino Pouzols ] published on (March, 2011)