TY - GEN
T1 - Stochastic bounds and histograms for active queues management and networks analysis
AU - Aït-Salaht, Farah
AU - Castel-Taleb, Hind
AU - Fourneau, Jean Michel
AU - Pekergin, Nihal
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2016.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - We present an extension of a methodology based on monotonicity of various networking elements and measurements performed on real networks. Assuming the stationarity of flows, we obtain histograms (distributions) for the arrivals. Unfortunately, these distributions have a large number of values and the numerical analysis is extremely time-consuming. Using the stochastic bounds and the monotonicity of the networking elements, we show how we can obtain, in a very efficient manner, guarantees on performance measures. Here, we present two extensions: the merge element which combine several flows into one, and some Active Queue Management (AQM) mechanisms. This extension allows to study networks with a feed-forward topology.
AB - We present an extension of a methodology based on monotonicity of various networking elements and measurements performed on real networks. Assuming the stationarity of flows, we obtain histograms (distributions) for the arrivals. Unfortunately, these distributions have a large number of values and the numerical analysis is extremely time-consuming. Using the stochastic bounds and the monotonicity of the networking elements, we show how we can obtain, in a very efficient manner, guarantees on performance measures. Here, we present two extensions: the merge element which combine several flows into one, and some Active Queue Management (AQM) mechanisms. This extension allows to study networks with a feed-forward topology.
KW - Histograms
KW - Performance evaluation
KW - Queue management
KW - Stochastic bounds
U2 - 10.1007/978-3-319-43904-4_1
DO - 10.1007/978-3-319-43904-4_1
M3 - Conference contribution
AN - SCOPUS:84981290741
SN - 9783319439037
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1
EP - 16
BT - Analytical and Stochastic Modelling Techniques and Applications - 23rd International Conference, ASMTA 2016, Proceedings
A2 - Phung-Duc, Tuan
A2 - Wittevrongel, Sabine
PB - Springer Verlag
T2 - 23rd International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2016
Y2 - 24 August 2016 through 26 August 2016
ER -