Mining and Control of Network Traffic by Computational Intelligence is popular PDF and ePub book, written by Federico Montesino Pouzols in 2011-02-05, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Mining and Control of Network Traffic by Computational Intelligence can be Read Online from any device for your convenience.
Mining and Control of Network Traffic by Computational Intelligence Book PDF Summary
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.
Detail Book of Mining and Control of Network Traffic by Computational Intelligence PDF
- Author : Federico Montesino Pouzols
- Release : 05 February 2011
- Publisher : Springer
- ISBN : 9783642180842
- Genre : Technology & Engineering
- Total Page : 322 pages
- Language : English
- PDF File Size : 11,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Mining and Control of Network Traffic by Computational Intelligence by Federico Montesino Pouzols, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.