Radu Dobrescu,Florin Ionescu's Large Scale Networks: Modeling and Simulation PDF

By Radu Dobrescu,Florin Ionescu

This publication deals a rigorous research of the achievements within the box of site visitors regulate in huge networks, orientated on major facets: the self-similarity in site visitors behaviour and the scale-free attribute of a fancy community. also, the authors suggest a brand new perception in knowing the internal nature of items, and the cause-and-effect in line with the id of relationships and behaviours inside a version, that's in line with the learn of the effect of the topological features of a community upon the site visitors behaviour. the consequences of this effect are then mentioned that allows you to locate new recommendations for site visitors tracking and prognosis and in addition for site visitors anomalies prediction.

Although those thoughts are illustrated utilizing hugely exact, hugely aggregated packet strains accumulated on spine net hyperlinks, the result of the research may be utilized for any complicated community whose site visitors tactics show asymptotic self-similarity, perceived as an adaptability of site visitors in networks. although, the matter with self-similar versions is they are computationally complicated. Their becoming approach is particularly time-consuming, whereas their parameters can't be anticipated in accordance with the online measurements. during this goal, the most aim of this publication is to debate the matter of site visitors prediction within the presence of self-similarity and especially to supply possible to forecast destiny site visitors adaptations and to foretell community functionality as accurately as attainable, in keeping with the measured site visitors history.

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Large Scale Networks: Modeling and Simulation by Radu Dobrescu,Florin Ionescu

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