{"product_id":"mining-and-control-of-network-traffic-by-computational-intelligence-9783642423994","title":"Mining and Control of Network Traffic by Computational Intelligence","description":"\u003cp\u003e • Author(s): Federico Montesino Pouzols\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Engineering (General)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAs other complex systems in social and natural sciences as well as in\u003cbr\u003eengineering, the Internet is hard to understand from a technical point\u003cbr\u003eof view. Packet switched networks defy analytical modeling. The\u003cbr\u003eInternet is an outstanding and challenging case because of its fast\u003cbr\u003edevelopment, unparalleled heterogeneity and the inherent lack of\u003cbr\u003emeasurement and monitoring mechanisms in its core conception.\u003c\/p\u003e\u003cp\u003eThis monograph deals with applications of computational intelligence\u003cbr\u003emethods, with an emphasis on fuzzy techniques, to a number of current issues in measurement, analysis and control of traffic in the\u003cbr\u003eInternet. First, the core building blocks of Internet Science and\u003cbr\u003eother related networking aspects are introduced. Then, data mining and control problems are addressed. In the first class two issues are\u003cbr\u003econsidered: predictive modeling of traffic load as well as\u003cbr\u003esummarization 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274248741015,"sku":"9783642423994","price":10915.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783642423994.webp?v=1769279354","url":"https:\/\/atlanticbooks.com\/products\/mining-and-control-of-network-traffic-by-computational-intelligence-9783642423994","provider":"Atlantic Books","version":"1.0","type":"link"}