14 citations · 19 across the 4 of their papers we have counts for
7 papers
AI-driven Orchestration at Scale: Estimating Service Metrics on National-Wide Testbeds
Rodrigo Moreira, Rafael Pasquini, Joberto S. B. Martins +2
Network Slicing (NS) realization requires AI-native orchestration architectures to efficiently and intelligently handle heterogeneous user requirements. To achieve this, network sl…
An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning
Rodrigo Moreira, Rodolfo S. Villaca, Moises R. N. Ribeiro +4
Network Slicing (NS) has transformed the landscape of resource sharing in networks, offering flexibility to support services and applications with highly variable requirements in a…
Intelligent Data-Driven Architectural Features Orchestration for Network Slicing
Rodrigo Moreira, Flavio de Oliveira Silva, Tereza Cristina Melo de Brito Carvalho +1
Network slicing is a crucial enabler and a trend for the Next Generation Mobile Network (NGMN) and various other new systems like the Internet of Vehicles (IoV) and Industrial IoT…
On Modeling Network Slicing Communication Resources with SARSA Optimization
Eduardo S. Xavier, Nazim Agoulmine, Joberto S. B. Martins
Network slicing is a crucial enabler to support the composition and deployment of virtual network infrastructures required by the dynamic behavior of networks like 5G/6G mobile net…
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…
On Evaluating Power Loss with HATSGA Algorithm for Power Network Reconfiguration in the Smart Grid
Flavio Galvao Calhau, Alysson Pezzutti, Joberto S. B. Martins
This paper presents the power network reconfiguration algorithm HATSGA with a "R" modeling approach and evaluates its behavior in computing new reconfiguration topologies for the p…