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

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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.

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Algebraic Methodology and Software Technology: 12th International Conference, AMAST 2008 Urbana, IL, USA, July 28-31, 2008, Proceedings (Lecture Notes in Computer Science)
Algebraic Methodology and Software Technology: 12th International Conference, AMAST 2008 Urbana, IL, USA, July 28-31, 2008, Proceedings (Lecture Notes in Computer Science)
This book constitutes the refereed proceedings of the 12th International Conference on Algebraic Methodology and Software Technology, AMAST 2008, held in Urbana, IL, USA, in July 2008.

The 28 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 58 submissions. Among the topics covered are all...

Clinical Epidemiology: Practice and Methods (Methods in Molecular Biology)
Clinical Epidemiology: Practice and Methods (Methods in Molecular Biology)

Focusing on improving the diagnosis, prognosis, and management of human disease, this book takes on the issues of research design, measurement, and evaluation which are critical to clinical epidemiology. This second edition of Clinical Epidemiology: Practice and Methods opens with how best to frame a clinical research question, the...

Real-Time Digital Signal Processing: Based on the TMS320C6000
Real-Time Digital Signal Processing: Based on the TMS320C6000
Digital Signal Processing has undergone enormous growth in usage/implementation in the last 20 years and many engineering schools are now offering real-time DSP courses in their undergraduate curricula. Our everyday lives involve the use of DSP systems in things such as cell phones and high-speed modems; Texas Instruments has introduced the...

PC Magazine Windows Vista Security Solutions
PC Magazine Windows Vista Security Solutions
When you want to defend Windows Vista,it's good to know a PC Magazine expert

Unless a time machine just dropped you in the 21st century, you already know that protecting your computer is essential. Now, here's Vista—new enough that no one is sure exactly what security threats might arise to hijack your...

Advanced Computing, Networking and Informatics- Volume 2: Wireless Networks and Security Proceedings of the Second International Conference on ... (Smart Innovation, Systems and Technologies)
Advanced Computing, Networking and Informatics- Volume 2: Wireless Networks and Security Proceedings of the Second International Conference on ... (Smart Innovation, Systems and Technologies)

Advanced Computing, Networking and Informatics are three distinct and mutually exclusive disciplines of knowledge with no apparent sharing/overlap among them. However, their convergence is observed in many real world applications, including cyber-security, internet banking, healthcare, sensor networks, cognitive radio, pervasive computing...

Managing Cyber Threats: Issues, Approaches, and Challenges (Massive Computing)
Managing Cyber Threats: Issues, Approaches, and Challenges (Massive Computing)

Modern society depends critically on computers that control and manage the systems on which we depend in many aspects of our daily lives. While this provides conveniences of a level unimaginable just a few years ago, it also leaves us vulnerable to attacks on the computers managing these systems. In recent times the explosion in cyber attacks,...

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