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Chapter and Conference Paper
Modeling Self-similar Traffic through Markov Modulated Poisson Processes over Multiple Time Scales
In recent years several studies have reported peculiar types of traffic behavior, such as long-range dependence and self-similarity, which can have significant impact on network performance. In this paper we p...
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Chapter and Conference Paper
A Framework for Detecting Internet Applications
There are several network management and measurement tasks, including for example traffic engineering, service differentiation, performance or failure monitoring or security, that can greatly benefit with the ...
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Chapter and Conference Paper
Markov Modulated Bi-variate Gaussian Processes for Mobility Modeling and Location Prediction
A general-purpose and useful mobility model must be able to describe complex movement dynamics, correlate movement dynamics with the nodes geographic position and be sufficiently generic to map the characteris...
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Chapter and Conference Paper
Classification of Hidden Users’ Profiles in Wireless Communications
The Internet can be seen as a mix of several services and applications running on top of common protocols. The emergence of several web-applications changed the users’ interaction paradigm by placing them in a...