5 citations · 5 across the 6 of their papers we have counts for
3 papers · 1 filter
The Greatest Teacher, Failure is: Using Reinforcement Learning for SFC Placement Based on Availability and Energy Consumption
Guto Leoni Santos, Theo Lynn, Judith Kelner +1
Software defined networking (SDN) and network functions virtualisation (NFV) are making networks programmable and consequently much more flexible and agile. To meet service level a…
Predicting Short-term Mobile Internet Traffic from Internet Activity using Recurrent Neural Networks
Guto Leoni Santos, Pierangelo Rosati, Theo Lynn +3
Mobile network traffic prediction is an important input in to network capacity planning and optimization. Existing approaches may lack the speed and computational complexity to acc…
Using Reinforcement Learning to Allocate and Manage Service Function Chains in Cellular Networks
Guto Leoni Santos, Patricia Takako Endo
It is expected that the next generation cellular networks provide a connected society with fully mobility to empower the socio-economic transformation. Several other technologies w…