13 citations · 29 across the 4 of their papers we have counts for
3 papers · 1 filter
Predicting Bandwidth Utilization on Network Links Using Machine Learning
Maxime Labonne, Charalampos Chatzinakis, Alexis Olivereau
Predicting the bandwidth utilization on network links can be extremely useful for detecting congestion in order to correct them before they occur. In this paper, we present a solut…
Short-Term Flow-Based Bandwidth Forecasting using Machine Learning
Maxime Labonne, Jorge López, Claude Poletti +1
This paper proposes a novel framework to predict traffic flows' bandwidth ahead of time. Modern network management systems share a common issue: the network situation evolves betwe…
Priority Flow Admission and Routing in SDN: Exact and Heuristic Approaches
Jorge López, Maxime Labonne, Claude Poletti +1
This paper proposes a novel admission and routing scheme which takes into account arbitrarily assigned priorities for network flows. The presented approach leverages the centralize…