Stochastic bounds and histograms for network performance analysis

F Aït-Salaht, H Castel-Taleb, JM Fourneau… - … Workshop, EPEW 2013 …, 2013 - Springer
Exact analysis of queueing networks under real traffic histograms becomes quickly
intractable due to the state explosion. In this paper, we propose to apply the stochastic …

A numerical analysis of dynamic fault trees based on stochastic bounds

JM Fourneau, N Pekergin - International Conference on Quantitative …, 2015 - Springer
We present a numerical method based on stochastic bounds and computations of discrete
distributions to get the transient reliability of a system described by a Dynamic Fault Tree …

Stochastic bounds for the max flow in a network with discrete random capacities

L Echabbi, JM Fourneau, O Gacem, H Lotfi… - Electronic Notes in …, 2020 - Elsevier
We show how to obtain stochastic bounds for the strong stochastic ordering and the concave
ordering of the maximal flow in a network where the capacities are non negative discrete …

Performance analysis of a queue by combining stochastic bounds, real traffic traces and histograms

F Aït-Salaht, H Castel-Taleb, JM Fourneau, N Pekergin - 2016 - academic.oup.com
We present an approach to derive performance bounds of a queue under histogram-based
input traffics. The results are obtained through strong stochastic bounds on the queue length …

Convex stochastic bounds and stochastic optimisation on graphs

J Cohen, A Fauquette, JM Fourneau… - Electronic Notes in …, 2018 - Elsevier
This paper presents an approach to provide stochastic bounds for a large class of
optimisation problems on graphs when the parameters (ie costs, weights or delays) for links …

Computing Bounds for Delay in a Stochastic Network

L Echabbi, H Lotfi - … : 17th European Workshop, EPEW 2021, and …, 2021 - books.google.com
We consider a stochastic network where the arcs are associated to discrete random
variables which represent the delay. We need to compute the shortest delay (or equivalently …

Computing Bounds for Delay in a Stochastic Network

JM Fourneau, E Longueville, Y Ben Maissa… - … and Stochastic Modeling …, 2021 - Springer
We consider a stochastic network where the arcs are associated to discrete random
variables which represent the delay. We need to compute the shortest delay (or equivalently …

A bounding histogram approach for network performance analysis

F Aït-Salaht, H Castel-Taleb… - 2013 IEEE 10th …, 2013 - ieeexplore.ieee.org
We analyze the performance of a network under general traffics derived from traces. We
apply stochastic comparisons in order to derive bounding histograms with a reduced size …

Stochastic bounds and histograms for active queues management and networks analysis

F Aït-Salaht, H Castel-Taleb, JM Fourneau… - … and Applications: 23rd …, 2016 - Springer
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 …

Computing stochastic bounds of network distributions of time before failure

JM Fourneau - 2015 7th International Workshop on Reliable …, 2015 - ieeexplore.ieee.org
We present a new method based on strong stochastic bounds and numerical computations
on discrete distributions of failure time of the links to analyze the distribution of time before …