Rodrigo Moreira

70 papers B 3C 1Journal 46Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks. IEEE Access Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Maycon Leone Maciel Peixoto, Flávio de Oliveira Silva
2026	J	`jnl`	AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks. CoRR Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Maycon L. M. Peixoto, Flávio Oliveira Silva
2026	J	`jnl`	AI-driven orchestration at scale: Estimating service metrics on national-wide testbeds. Future Gener. Comput. Syst. Rodrigo Moreira, Rafael Pasquini, Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva
2026	J	`jnl`	Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. CoRR Victor Forattini Jansen, Emanuel Teixeira Martins, Yasmin Souza Lima, Flávio Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira
2026	J	`jnl`	Empowering Mobile Networks Security Resilience by using Post-Quantum Cryptography. CoRR Ricardo Alves Faval, Rodrigo Moreira, Flávio Oliveira Silva
2026	—	`conf`	Energy-Aware Ensemble Learning for Coffee Leaf Disease Classification. CCNC Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Leonardo Gabriel Ferreira Rodrigues
2026	J	`jnl`	Energy-Aware Ensemble Learning for Coffee Leaf Disease Classification. CoRR Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Leonardo Gabriel Ferreira Rodrigues
2026	—	`conf`	Exploiting Test-Time Augmentation in Federated Learning for Brain Tumor MRI Classification. VISAPP (1) Thamara Leandra de Deus Melo, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André R. Backes
2026	J	`jnl`	Exploiting Test-Time Augmentation in Federated Learning for Brain Tumor MRI Classification. CoRR Thamara Leandra de Deus Melo, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes
2026	—	`conf`	Generalizable Hyperparameter Optimization for Federated Learning on Non-IID Cancer Images. VISAPP (2) Elisa Gonçalves Ribeiro, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes
2026	J	`jnl`	Generalizable Hyperparameter Optimization for Federated Learning on Non-IID Cancer Images. CoRR Elisa Gonçalves Ribeiro, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes
2026	J	`jnl`	NeuroScaler: Towards Energy-Optimal Autoscaling for Container-Based Services. CoRR Alisson O. Chaves, Rodrigo Moreira, Larissa F. Rodrigues Moreira, Joao Correia, David Santos, Rui Silva, Tiago Barros, Daniel Corujo, Miguel Rocha, Flávio de Oliveira Silva
2026	—	`conf`	Noisy Neighbor Influence in the Data Plane of Beyond 5G Networks. CCNC Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva
2026	J	`jnl`	Noisy Neighbor Influence in the Data Plane of Beyond 5G Networks. CoRR Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva
2025	J	`jnl`	AI-driven Orchestration at Scale: Estimating Service Metrics on National-Wide Testbeds. CoRR Rodrigo Moreira, Rafael Pasquini, Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva
2025	J	`jnl`	ARCADE: A RAN Diagnosis Methodology in a Hybrid AI Environment for 6G Networks. CoRR Daniel Ricardo Cunha Oliveira, Rodrigo Moreira, Flávio Oliveira Silva
2025	J	`jnl`	An intelligent native network slicing security architecture empowered by federated learning. Future Gener. Comput. Syst. 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
2025	J	`jnl`	Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. RITA Victor Forattini Jansen, Emanuel Teixeira Martins, Yasmin Souza Lima, Flávio Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira
2025	J	`jnl`	Deep learning based image classification for embedded devices: A systematic review. Neurocomputing Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes
2025	—	`conf`	Edge Clouds on Open Infrastructure: Assessing Footprint and Performance for IaaS Over CaaS. CIoT Epaminondas A. Sousa Junior, Victor M. Garcia Martinez, Ricardo C. de Mello, Moisés R. N. Ribeiro, Adnei W. Donatti, Tereza Cristina M. B. Carvalho, João Henrique G. M. Corrêa, Rodrigo Moreira, Júnia Maísa Oliveira, José Marcos S. Nogueira, Flávio Oliveira Silva
2025	—	`conf`	Estimating Application Performance in Container-Based Environments: A Cross-Domain Monitoring Approach. AINA (4) Marcus V. Diniz dos Reis, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva
2025	J	`jnl`	Forecasting Bitcoin Price With Neural and Statistical Models Across Different Time Granularities. IEEE Access Diogo Pedroso Pereira, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira
2025	—	`conf`	Leveraging Infrastructure Monitoring for User Experience Forecasting in Container-Based 5G Core. EuCNC/6G Summit Bruno Marques da Silva, Larissa F. Rodrigues Moreira, Rodrigo Moreira, Flávio Oliveira Silva
2025	J	`jnl`	Medical Image Classification with Privacy: Centralized and Federated Learning Comparison. RITA Leonardo Gabriel Ferreira Rodrigues, Gleidson Vinicius Gomes Barbosa, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André Ricardo Backes
2025	J	`jnl`	Optimizing Edge Gaming Slices through an Enhanced User Plane Function and Analytics in Beyond-5G Networks. CoRR Bruno Marques da Silva, Larissa Ferreira Rodrigues Moreira, Flávio Oliveira Silva, Rodrigo Moreira
2025	J	`jnl`	Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment. CoRR Rodrigo Moreira, Larissa F. Rodrigues Moreira, Flávio Oliveira Silva
2025	J	`jnl`	Preprocessing and Optimizer impact on Image-Based Autoimmune Disease Diagnosis. RITA João Vítor Souto de Lima, Rafael Marinho e Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira
2025	J	`jnl`	Programming in Brazilian Higher Education and High School: A Systematic Literature Review. CoRR Sofia C. Latini Gonçalves, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, André R. Backes, Adriana Zanella Martinhago
2025	J	`jnl`	Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods. CoRR Rodrigo Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva, Nazim Agoulmine, Joberto S. B. Martins
2025	J	`jnl`	Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery. IEEE Access Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio Oliveira Silva
2024	J	`jnl`	A Low-cost IoT Architecture to support Urban Mobility for Visually Impaired People. CoRR Nádia Aparecida de Oliveira Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues, Rafael Marinho e Silva
2024	J	`jnl`	An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning. CoRR 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 de Oliveira Silva
2024	—	`conf`	Anomaly Detection Employing a 5G Core Data Analytics Framework. CloudNet Júnia Maísa Oliveira, Jônatan Almeida, Erik de Britto e Silva, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Flávio Oliveira Silva, Daniel F. Macedo, José Marcos S. Nogueira
2024	—	`conf`	Automated admissibility of complaints about fraud and corruption. PROPOR (1) Thiago De Paula, André Do Amaral, Andre Victor, Luis Alberto Sales, Rodrigo Moreira, Thiago Meirelles, Rafael Basso
2024	J	`jnl`	Disruptive 6G architecture: Software-centric, AI-driven, and digital market-based mobile networks. Comput. 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
2024	—	`conf`	Enabling Intelligence on Edge Through an Artificial Intelligence as a Service Architecture. CloudNet Larissa Ferreira Rodrigues Moreira, Lucas Nardelli de Freitas Botelho Saar, Rodrigo Moreira, Leonardo Gabriel Ferreira Rodrigues, Bruno Augusto Nassif Travençolo, André Ricardo Backes
2024	J	`jnl`	Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction. CoRR Thalita Mendonça Antico, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira
2024	—	`conf`	Highly Reliable Communication Using Multipath Slices with Alternating Transmission. AINA (4) Italo Tiago da Cunha, Eduardo Castilho Rosa, Rodrigo Moreira, Flávio de Oliveira Silva
2024	J	`jnl`	Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks. CoRR Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari, Larissa Ferreira Rodrigues Moreira
2024	J	`jnl`	Improving the network traffic classification using the Packet Vision approach. CoRR Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Flávio Oliveira Silva
2024	J	`jnl`	Intelligent Data-Driven Architectural Features Orchestration for Network Slicing. CoRR Rodrigo Moreira, Flávio de Oliveira Silva, Tereza Cristina Melo de Brito Carvalho, Joberto S. B. Martins
2024	—	`conf`	Maximizing the Power of Cognitive Services with an AI-as-a-Service Architecture for Seamless Delivery. CloudNet 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
2024	J	`jnl`	On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds. CoRR Daniel Pereira Monteiro, Lucas Nardelli de Freitas Botelho Saar, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira
2024	—	`conf`	Optimization and Learning Rate Influence on Breast Cancer Image Classification. VISIGRAPP (3): VISAPP Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes
2024	J	`jnl`	Resource Allocation Influence on Application Performance in Sliced Testbeds. CoRR Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina M. B. Carvalho, Flávio Oliveira Silva
2024	J	`jnl`	Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle. IEEE Trans. Netw. Serv. Manag. Adnei W. Donatti, Sand Luz Corrêa, Joberto S. B. Martins, Antônio J. G. Abelém, Cristiano Bonato Both, Flávio de Oliveira Silva, José Augusto Suruagy Monteiro, Rafael Pasquini, Rodrigo Moreira, Kleber Vieira Cardoso, Tereza Cristina M. B. Carvalho
2024	J	`jnl`	Towards 6G Network Slicing. CoRR Rodrigo Moreira, Flávio Oliveira Silva
2024	J	`jnl`	Towards Cognitive Service Delivery on B5G through AIaaS Architecture. CoRR Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Flávio de Oliveira Silva, André R. Backes
2024	J	`jnl`	VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures. CoRR Rodrigo Moreira, Hugo Gustavo Valin Oliveira da Cunha, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva
2023	—	`conf`	A Comparative Analysis of Machine Learning Techniques for Enhanced Resource Management in Multi-Access Edge Computing. WF-IoT Lucas Vinhal, Rodrigo Moreira, Flávio de Oliveira Silva
2023	J	`jnl`	A Detailed Relevance Analysis of Enabling Technologies for 6G Architectures. IEEE Access Diego Gabriel Soares Pivoto, Tibério Tavares Rezende, Michelle Soares Pereira Facina, Rodrigo Moreira, Flávio de Oliveira Silva, 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
2023	J	`jnl`	A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems. Sensors 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
2023	J	`jnl`	An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis. Appl. Soft Comput. Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes
2023	J	`jnl`	An intelligent network monitoring approach for online classification of Darknet traffic. Comput. Electr. Eng. Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva
2023	J	`jnl`	Enhancing Network Slicing Architectures With Machine Learning, Security, Sustainability and Experimental Networks Integration. IEEE Access 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, Juliano Araújo Wickboldt, Tiago C. Ferreto, Ricardo C. de Mello, Rafael Pasquini, Marcos F. Schwarz, Leobino N. Sampaio, Daniel F. Macedo, José Ferreira de Rezende, Kleber Vieira Cardoso, Flávio Oliveira Silva
2023	J	`jnl`	Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration. CoRR Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Rodrigo Moreira, Cristiano Both, Adnei W. Donatti, João Henrique G. M. Corrêa, José Augusto Suruagy Monteiro, Sand Luz Corrêa, Antônio J. G. Abelém, Moisés R. N. Ribeiro, José Marcos S. Nogueira, Luiz Claudio Schara Magalhães, Juliano Araújo Wickboldt, Tiago Ferreto, Ricardo C. de Mello, Rafael Pasquini, Marcos F. Schwarz, Leobino N. Sampaio, Daniel F. Macedo, José Ferreira de Rezende, Kleber Vieira Cardoso, Flávio Oliveira Silva
2023	—	`conf`	On Enhancing Network Slicing Life-Cycle Through an AI-Native Orchestration Architecture. AINA (2) Rodrigo Moreira, Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Flávio de Oliveira Silva
2022	J	`jnl`	AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics. Internet Things Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Pablo Luiz Araújo Munhoz, Everaldo Antônio Lopes, Renato Adriane Alves Ruas
2022	—	`conf`	VINEVI: A Virtualized Network Vision Architecture for Smart Monitoring of Heterogeneous Applications and Infrastructures. AINA (1) Rodrigo Moreira, Hugo Gustavo Valin Oliveira da Cunha, Larissa Ferreira Rodrigues Moreira, Flávio de Oliveira Silva
2021	—	`conf`	A Comparative Study Between Containerization and Full-Virtualization of Virtualized Everything Functions in Edge Computing. AINA (2) Hugo Gustavo Valin Oliveira da Cunha, Rodrigo Moreira, Flávio de Oliveira Silva
2021	—	`conf`	Deploying Scalable and Stable XDP-Based Network Slices Through NASOR Framework for Low-Latency Applications. AINA (2) Rodrigo Moreira, Pedro Frosi Rosa, Rui Luis Andrade Aguiar, Flávio de Oliveira Silva
2021	—	`conf`	Enhancing dynamism in management and network slice establishment through deep learning. ICOIN Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva
2021	J	`jnl`	NASOR: A network slicing approach for multiple Autonomous Systems. Comput. Commun. Rodrigo Moreira, Pedro Frosi Rosa, Rui Luis Andrade Aguiar, Flávio de Oliveira Silva
2020	J	`jnl`	A smart network and compute-aware Orchestrator to enhance QoS on cloud-based multimedia services. Int. J. Grid Util. Comput. Rodrigo Moreira, Flávio de Oliveira Silva, Pedro Frosi Rosa, Rui L. Aguiar
2020	B	`conf`	Enabling Multi-domain and End-to-End Slice Orchestration for Virtualization Everything Functions (VxFs). AINA Rodrigo Moreira, Pedro Frosi Rosa, Rui Luis Andrade Aguiar, Flávio de Oliveira Silva
2020	C	`conf`	Enabling the Management and Orchestration of Virtual Networking Functions on the Edge. CLOSER Vincent Melval Richards, Rodrigo Moreira, Flávio de Oliveira Silva
2020	—	`conf`	Packet Vision: a convolutional neural network approach for network traffic classification. SIBGRAPI Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa, Rui L. Aguiar, Flávio de Oliveira Silva
2019	J	`jnl`	5GinFIRE: An end-to-end open5G vertical network function ecosystem. Ad Hoc Networks Aloizio P. Silva, Christos Tranoris, Spyros G. Denazis, Susana Sargento, João Pereira, Miguel Luís, Rodrigo Moreira, Flávio Oliveira Silva, Iván Vidal, Borja Nogales, Reza Nejabati, Dimitra Simeonidou
2018	B	`conf`	A Flexible Network and Compute-Aware Orchestrator to Enhance QoS in NFV-Based Multimedia Services. AINA Rodrigo Moreira, Flávio de Oliveira Silva, Pedro Frosi Rosa, Rui L. Aguiar
2018	B	`conf`	Improving Security on IoT Applications Based on the FIWARE Platform. AINA Caio Thomas Oliveira, Rodrigo Moreira, Flávio de Oliveira Silva, Rodrigo Sanches Miani, Pedro Frosi Rosa