32 citations · 57 across the 9 of their papers we have counts for
12 papers
Conflict-Aware Autonomous Resource Orchestration for 5G Edge Slicing Using Multi-Agent Systems and LLMs
Nathan R. Prediger, Rodrigo Moreira, Juliano Araujo Wickboldt +4
5G edge network slicing must reconcile two coupled requirements: understanding high-level operator intent and reallocating scarce computing and bandwidth resources under dynamic co…
ARCADE: A RAN Diagnosis Methodology in a Hybrid AI Environment for 6G Networks
Daniel Ricardo Cunha Oliveira, Rodrigo Moreira, Flávio de Oliveira Silva
Artificial Intelligence (AI) plays a key role in developing 6G networks. While current specifications already include Network Data Analytics Function (NWDAF) as a network element r…
Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment
Rodrigo Moreira, Larissa F. Rodrigues Moreira, Flávio de Oliveira Silva
The deployment of large-scale software-based 5G core functions presents significant challenges due to their reliance on optimized and intelligent resource provisioning for their se…
Optimizing Edge Gaming Slices through an Enhanced User Plane Function and Analytics in Beyond-5G Networks
Bruno Marques da Silva, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva +1
The latest generation of games and pervasive communication technologies poses challenges in service management and Service-Level Agreement compliance for mobile users. State-of-the…
Improving the network traffic classification using the Packet Vision approach
Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa +1
The network traffic classification allows improving the management, and the network services offer taking into account the kind of application. The future network architectures, ma…
VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures
Rodrigo Moreira, Hugo G. V. O. da Cunha, Larissa F. Rodrigues Moreira +1
Monitoring heterogeneous infrastructures and applications is essential to cope with user requirements properly, but it still lacks enhancements. The well-known state-of-the-art met…
Towards Cognitive Service Delivery on B5G through AIaaS Architecture
Larissa F. Rodrigues Moreira, Rodrigo Moreira, Flávio de Oliveira Silva +1
Artificial Intelligence (AI) is pivotal in advancing mobile network systems by facilitating smart capabilities and automation. The transition from 4G to 5G has substantial implicat…
Resource Allocation Influence on Application Performance in Sliced Testbeds
Rodrigo Moreira, Larissa F. Rodrigues Moreira, Tereza C. Carvalho +1
Modern network architectures have shaped market segments, governments, and communities with intelligent and pervasive applications. Ongoing digital transformation through technolog…
Towards 6G Network Slicing
Rodrigo Moreira, Flávio de Oliveira Silva
Networks should connect communicating peers, supporting vertical services requirements. The network evolution towards 6G requires native network slicing techniques. Some literature…
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…
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…