24 citations · 37 across the 6 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…
AllocTC-Sharing: A New Bandwidth Allocation Model for DS-TE Networks
Rafael F. Reale, Walter da C. P. neto, Joberto S. B. Martins
DiffServ-aware MPLS-TE (DS-TE) allows bandwidth reservation for Traffic Classes (TCs) in MPLS-based engineered networks and, as such, improves the basic MPLS-TE model. In DS-TE net…
Cognitive Management of Bandwidth Allocation Models with Case-Based Reasoning -- Evidences Towards Dynamic BAM Reconfiguration
Eliseu M. Oliveira, Rafael Freitas Reale, Joberto S. B. Martins
Management is a complex task in today's heterogeneous and large scale networks like Cloud, IoT, vehicular and MPLS networks. Likewise, researchers and developers envision the use o…
G-BAM: A Generalized Bandwidth Allocation Model for IP/MPLS/DS-TE Networks
Rafael Freitas Reale, Romildo Martins da S. Bezerra, Joberto S. B. Martins
Bandwidth Allocation Models (BAMs) configure and handle resource allocation (bandwidth, LSPs, fiber) in networks in general (IP/MPLS/DS-TE, optical domain, other). BAMs currently a…
Applying Autonomy with Bandwidth Allocation Models
Rafael Freitas Reale, Romildo Martins da S. Bezerra, Joberto S. B. Martins
Bandwidth Allocation Models (BAMs) are resource allocation methods used for networks in general. BAMs are currently applied for handling resources such as bandwidth allocation in M…
A Publish/Subscribe QoS-aware Framework for Massive IoT Traffic Orchestration
Pedro Moraes, Rafael Reale, Joberto Martins
Internet of Things (IoT) application deployment requires the allocation of resources such as virtual machines, storage, and network elements that must be deployed over distinct inf…