279 citations
- Joberto S. B. Martins3 profiles11 · h 11
- R. Reale6 · h 9
- R. Spínola6 · h 26
- Daniel Méndez Fernández2 profiles3 · h 27
- Eliseu M. Oliveira3 · h 4
- F. O. Silva3 · h 6
- Marcos Kalinowski2 profiles3 · h 26
- M. Felderer3 · h 40
- Rodrigo Moreira2 profiles3 · h 11
- R. Prikladnicki3 · h 34
- T. Conte3 · h 32
- Adnei W. Donatti2 · h 3
- Universidade Federal da BahiaBR8 papers
- Instituto Federal da BahiaBR7 papers
- Pontifícia Universidade Católica do Rio Grande do SulBR6 papers
- Universidade Federal FluminenseBR4 papers
- Karlstad UniversitySE3 papers
- Technical University of MunichDE3 papers
- Universidade Federal de ViçosaBR3 papers
- Universidade Federal do AmazonasBR3 papers
- Universität InnsbruckAT3 papers
- University of StuttgartDE3 papers
- Auckland University of TechnologyNZ2 papers
- Blekinge Institute of TechnologySE2 papers
27 papers
Characterizing and Modeling the GitHub Security Advisories Review Pipeline
Claudio Segal, Paulo Segal, Carlos Eduardo Banjar +8
GitHub Security Advisories (GHSA) have become a central component of open-source vulnerability disclosure and are widely used by developers and security tools. A distinctive featur…
Energy Efficiency in Network Slicing: Survey and Taxonomy
Adnei Willian Donatti, Marcia Cristina Machado, Marvin Alexander Lopez Martinez +7
Network Slicing (NS) is a fundamental feature of 5G, 6G, and future mobile networks, enabling logically isolated virtual networks over shared infrastructure. As data demand increas…
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…
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration
Joberto S. B. Martins, Tereza C. Carvalho, Rodrigo Moreira +19
Network Slicing (NS) is an essential technique extensively used in 5G networks computing strategies, mobile edge computing, mobile cloud computing, and verticals like the Internet…
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…