A Flexible Network and Compute-Aware Orchestrator to Enhance QoS in NFV-Based Multimedia Services. - Rodrigo Moreira; Flávio de Oliveira Silva 001; Pedro Frosi Rosa; Rui L. Aguiar (AINA, 2018)

Improving Security on IoT Applications Based on the FIWARE Platform. - Caio Thomas Oliveira; Rodrigo Moreira; Flávio de Oliveira Silva 001; Rodrigo Sanches Miani; Pedro Frosi Rosa (AINA, 2018)

5GinFIRE: An end-to-end open5G vertical network function ecosystem. - Aloizio P. Silva; Christos Tranoris; Spyros G. Denazis; Susana Sargento; João Pereira; Miguel Luís; Rodrigo Moreira; Flávio Oliveira Silva 001; Iván Vidal; Borja Nogales; Reza Nejabati; Dimitra Simeonidou (Ad Hoc Networks, 2019)

Enabling Multi-domain and End-to-End Slice Orchestration for Virtualization Everything Functions (VxFs). - Rodrigo Moreira; Pedro Frosi Rosa; Rui Luis Andrade Aguiar; Flávio de Oliveira Silva 001 (AINA, 2020)

Enabling the Management and Orchestration of Virtual Networking Functions on the Edge. - Vincent Melval Richards; Rodrigo Moreira; Flávio de Oliveira Silva 001 (CLOSER, 2020)

Packet Vision: a convolutional neural network approach for network traffic classification. - Rodrigo Moreira; Larissa Ferreira Rodrigues; Pedro Frosi Rosa; Rui L. Aguiar; Flávio de Oliveira Silva 001 (SIBGRAPI, 2020)

A smart network and compute-aware Orchestrator to enhance QoS on cloud-based multimedia services. - Rodrigo Moreira; Flávio de Oliveira Silva 001; Pedro Frosi Rosa; Rui L. Aguiar (Int. J. Grid Util. Comput., 2020)

A Comparative Study Between Containerization and Full-Virtualization of Virtualized Everything Functions in Edge Computing. - Hugo Gustavo Valin Oliveira da Cunha; Rodrigo Moreira; Flávio de Oliveira Silva 001 (AINA (2), 2021)

Deploying Scalable and Stable XDP-Based Network Slices Through NASOR Framework for Low-Latency Applications. - Rodrigo Moreira; Pedro Frosi Rosa; Rui Luis Andrade Aguiar; Flávio de Oliveira Silva 001 (AINA (2), 2021)

Enhancing dynamism in management and network slice establishment through deep learning. - Rodrigo Moreira; Larissa Ferreira Rodrigues; Pedro Frosi Rosa; Rui L. Aguiar; Flávio de Oliveira Silva 001 (ICOIN, 2021)

NASOR: A network slicing approach for multiple Autonomous Systems. - Rodrigo Moreira; Pedro Frosi Rosa; Rui Luis Andrade Aguiar; Flávio de Oliveira Silva 001 (Comput. Commun., 2021)

VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures. - Rodrigo Moreira; Hugo Gustavo Valin Oliveira da Cunha; Larissa Ferreira Rodrigues Moreira; Flávio de Oliveira Silva 001 (AINA (1), 2022)

AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Pablo Luiz Araújo Munhoz; Everaldo Antônio Lopes; Renato Adriane Alves Ruas (Internet Things, 2022)

On Enhancing Network Slicing Life-Cycle Through an AI-Native Orchestration Architecture. - Rodrigo Moreira; Joberto S. B. Martins; Tereza Cristina M. B. Carvalho; Flávio de Oliveira Silva 001 (AINA (2), 2023)

A Comparative Analysis of Machine Learning Techniques for Enhanced Resource Management in Multi-Access Edge Computing. - Lucas Vinhal; Rodrigo Moreira; Flávio de Oliveira Silva 001 (WF-IoT, 2023)

Enhancing Network Slicing Architectures With Machine Learning, Security, Sustainability and Experimental Networks Integration. - Joberto S. B. Martins; Tereza Cristina M. B. Carvalho; Rodrigo Moreira; Cristiano Bonato Both; Adnei W. Donatti; João Henrique G. M. Corrêa; José A. S. Monteiro; Sand Luz Correa; Antônio J. G. Abelém; Moisés R. N. Ribeiro; José Marcos S. Nogueira; Luiz Claudio Schara Magalhães; et al. (IEEE Access, 2023)

A Detailed Relevance Analysis of Enabling Technologies for 6G Architectures. - Diego Gabriel Soares Pivoto; Tibério Tavares Rezende; Michelle Soares Pereira Facina; Rodrigo Moreira; Flávio de Oliveira Silva 001; Kleber Vieira Cardoso; Sand Luz Correa; Antonia Vanessa Dias Araujo; Rogério Sousa E. Silva; Heitor Scalco Neto; Gustavo Rodrigues de Lima Tejerina; Antônio Marcos Alberti (IEEE Access, 2023)

A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems. - Davi da Silva Brilhante; Joanna Carolina Manjarres; Rodrigo Moreira; Lucas de Oliveira Veiga; José Ferreira de Rezende; Francisco C. B. F. Müller; Aldebaro Klautau; Luciano Leonel Mendes; Felipe A. P. de Figueiredo (Sensors, 2023)

An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis. - Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Bruno Augusto Nassif Travençolo; André Ricardo Backes (Appl. Soft Comput., 2023)

An intelligent network monitoring approach for online classification of Darknet traffic. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Flávio de Oliveira Silva 001 (Comput. Electr. Eng., 2023)

Highly Reliable Communication Using Multipath Slices with Alternating Transmission. - Italo Tiago da Cunha; Eduardo Castilho Rosa; Rodrigo Moreira; Flávio de Oliveira Silva 001 (AINA (4), 2024)

Maximizing the Power of Cognitive Services with an AI-as-a-Service Architecture for Seamless Delivery. - Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Emanuel Teixeira Martins; Victor Forattini Jansen; Yasmin Souza Lima; Leonardo Gabriel Ferreira Rodrigues; Bruno Augusto Nassif Travençolo; André Ricardo Backes (CloudNet, 2024)

Enabling Intelligence on Edge Through an Artificial Intelligence as a Service Architecture. - Larissa Ferreira Rodrigues Moreira; Lucas Nardelli de Freitas Botelho Saar; Rodrigo Moreira; Leonardo Gabriel Ferreira Rodrigues; Bruno Augusto Nassif Travençolo; André Ricardo Backes (CloudNet, 2024)

Anomaly Detection Employing a 5G Core Data Analytics Framework. - Júnia Maísa Oliveira; Jônatan Almeida; Erik de Britto e Silva; Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Flávio Oliveira Silva 001; Daniel F. Macedo; José Marcos S. Nogueira (CloudNet, 2024)

Automated admissibility of complaints about fraud and corruption. - Thiago De Paula; André Do Amaral; Andre Victor; Luis Alberto Sales; Rodrigo Moreira; Thiago Meirelles; Rafael Basso (PROPOR (1), 2024)

Optimization and Learning Rate Influence on Breast Cancer Image Classification. - Gleidson Vinicius Gomes Barbosa; Larissa Ferreira Rodrigues Moreira; Pedro Moises de Sousa; Rodrigo Moreira; André Ricardo Backes (VISIGRAPP (3): VISAPP, 2024)

Disruptive 6G architecture: Software-centric, AI-driven, and digital market-based mobile networks. - Antônio Marcos Alberti; Diego Gabriel Soares Pivoto; Tibério Tavares Rezende; Alexis V. A. Leal; Cristiano Bonato Both; Michelle S. P. Facina; Rodrigo Moreira; Flávio de Oliveira Silva 001 (Comput. Networks, 2024)

Intelligent Data-Driven Architectural Features Orchestration for Network Slicing. - Rodrigo Moreira; Flávio de Oliveira Silva 001; Tereza Cristina Melo de Brito Carvalho; Joberto S. B. Martins (CoRR, 2024)

Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction. - Thalita Mendonça Antico; Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira (CoRR, 2024)

A Low-cost IoT Architecture to support Urban Mobility for Visually Impaired People. - Nádia Aparecida de Oliveira Silva; Rodrigo Moreira; Larissa Ferreira Rodrigues; Rafael Marinho e Silva (CoRR, 2024)

Towards 6G Network Slicing. - Rodrigo Moreira; Flávio Oliveira Silva 001 (CoRR, 2024)

On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds. - Daniel Pereira Monteiro; Lucas Nardelli de Freitas Botelho Saar; Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira (CoRR, 2024)

Resource Allocation Influence on Application Performance in Sliced Testbeds. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Tereza Cristina M. B. Carvalho; Flávio Oliveira Silva 001 (CoRR, 2024)

Towards Cognitive Service Delivery on B5G through AIaaS Architecture. - Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Flávio de Oliveira Silva 001; André R. Backes (CoRR, 2024)

Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks. - Victor Júnio Alcântara Cardoso; Rodrigo Moreira; João Fernando Mari; Larissa Ferreira Rodrigues Moreira (CoRR, 2024)

Improving the network traffic classification using the Packet Vision approach. - Rodrigo Moreira; Larissa Ferreira Rodrigues; Pedro Frosi Rosa; Flávio Oliveira Silva 001 (CoRR, 2024)

Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle. - Adnei W. Donatti; Sand Luz Corrêa; Joberto S. B. Martins; Antônio J. G. Abelém; Cristiano Bonato Both; Flávio de Oliveira Silva 001; José Augusto Suruagy Monteiro; Rafael Pasquini; Rodrigo Moreira; Kleber Vieira Cardoso; Tereza Cristina M. B. Carvalho (IEEE Trans. Netw. Serv. Manag., 2024)

Estimating Application Performance in Container-Based Environments: A Cross-Domain Monitoring Approach. - Marcus V. Diniz dos Reis; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Flávio de Oliveira Silva 001 (AINA (4), 2025)

Leveraging Infrastructure Monitoring for User Experience Forecasting in Container-Based 5G Core. - Bruno Marques da Silva; Larissa F. Rodrigues Moreira; Rodrigo Moreira; Flávio Oliveira Silva 001 (EuCNC/6G Summit, 2025)

Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery. - Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; Flávio Oliveira Silva 001 (IEEE Access, 2025)

An intelligent native network slicing security architecture empowered by federated learning. - Rodrigo Moreira; Rodolfo da Silva Villaça; Moisés R. N. Ribeiro; Joberto S. B. Martins; João Henrique G. M. Corrêa; Tereza Cristina M. B. Carvalho; Flávio Oliveira Silva 001 (Future Gener. Comput. Syst., 2025)

Deep learning based image classification for embedded devices: A systematic review. - Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Bruno Augusto Nassif Travençolo; André Ricardo Backes (Neurocomputing, 2025)

Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. - Victor Forattini Jansen; Emanuel Teixeira Martins; Yasmin Souza Lima; Flávio Oliveira Silva 001; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira (RITA, 2025)

Preprocessing and Optimizer impact on Image-Based Autoimmune Disease Diagnosis. - João Vítor Souto de Lima; Rafael Marinho e Silva; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira (RITA, 2025)

Medical Image Classification with Privacy: Centralized and Federated Learning Comparison. - Leonardo Gabriel Ferreira Rodrigues; Gleidson Vinicius Gomes Barbosa; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; André Ricardo Backes (RITA, 2025)

Programming in Brazilian Higher Education and High School: A Systematic Literature Review. - Sofia C. Latini Gonçalves; Rodrigo Moreira; Larissa Ferreira Rodrigues Moreira; André R. Backes; Adriana Zanella Martinhago (CoRR, 2025)

Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods. - Rodrigo Moreira; Tereza Cristina M. B. Carvalho; Flávio Oliveira Silva 001; Nazim Agoulmine; Joberto S. B. Martins (CoRR, 2025)

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 Oliveira Silva 001; Rodrigo Moreira (CoRR, 2025)

Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment. - Rodrigo Moreira; Larissa F. Rodrigues Moreira; Flávio Oliveira Silva 001 (CoRR, 2025)

ARCADE: A RAN Diagnosis Methodology in a Hybrid AI Environment for 6G Networks. - Daniel Ricardo Cunha Oliveira; Rodrigo Moreira; Flávio Oliveira Silva 001 (CoRR, 2025)

AI-driven orchestration at scale: Estimating service metrics on national-wide testbeds. - Rodrigo Moreira; Rafael Pasquini; Joberto S. B. Martins; Tereza Cristina M. B. Carvalho; Flávio Oliveira Silva 001 (Future Gener. Comput. Syst., 2026)