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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Mining and Control of Network Traffic by Computational Intelligence
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Mining and Control of Network Traffic by Computational Intelligence
Federico Montesino Pouzols, Diego R. Lopez, Joaquim Barros (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
10.02.2011
Sprache
Englisch
EAN
9783642180835
Herausgeber
Springer Berlin
Serien- oder Bandtitel
Studies in Computational Intelligence
Sonderedition
Nein
Autor
Federico Montesino Pouzols, Diego R. Lopez, Joaquim Barros
Seitenanzahl
309
Einbandart
Gebundene Ausgabe
Schlagwörter
Fuzzy Inference, Fuzzy Logic, Network Traffic, Soft Computing, Time Series Prediction
Thema-Inhalt
UYQ - Künstliche Intelligenz
TJK - Nachrichtententechnik, Telekommunikation
UX - Angewandte Informatik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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