24 citations · 37 across the 5 of their papers we have counts for
11 papers
Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model
Rafael F. Reale, Joberto S. B. Martins
Reinforcement learning (RL) is currently used in various real-life applications. RL-based solutions have the potential to generically address problems, including the ones that are…
Modeling and Accomplishing the BEREC Network Neutrality Policy
David S. Barreto, Rafael F. Reale, Joberto S. B. Martins
Network neutrality (NN) is a principle of equal treatment of data in network infrastructures with fairness and universality being the primary outcomes of the NN management practice…
A SDN/OpenFlow Framework for Dynamic Resource Allocation based on Bandwidth Allocation Model
Eliseu Silva Torres, Rafael F. Reale, Leobino N. Sampaio +1
The communication network context in actual systems like 5G, cloud and IoT (Internet of Things), presents an ever-increasing number of users, applications, and services that are hi…
BAMSim Simulator
Rafael F. Reale, Walter P. neto, Joberto S. B. Martins
Resource allocation is an essential design aspect for current systems and bandwidth allocation is an essential design aspect in multi-protocol label switched and OpenFlow/SDN netwo…
A Methodological Approach to Model CBR-based Systems
Eliseu M. Oliveira, Rafael F. Reale, Joberto S. B. Martins
Artificial intelligence (AI) has been used in various areas to support system optimization and find solutions where the complexity makes it challenging to use algorithmic and heuri…
Evaluating the Applicability of Bandwidth Allocation Models for EON Slot Allocation
Rafael F. Reale, Romildo M. S. Bezerra, Gilvan Duraes +3
Bandwidth Allocation Models (BAMs) configure and handle resource allocation (bandwidth, LSPs, fiber, slots) in networks in general (IP/MPLS/DS-TE, optical domain, other). In this p…