Joahannes B. D. da Costa

33 papers B 1C 1Misc 5Journal 10Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Prediction Technique for Federated Learning. IEEE Trans. Emerg. Top. Comput. Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Joahannes B. D. da Costa, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2025	—	`conf`	Assessing Vehicle Collision Prevention based on Machine Learning and V2X Communication. VTC2025-Fall Andreia A. Felix, Joahannes B. D. da Costa, Helder M. N. da S. Oliveira
2025	J	`jnl`	Empowering Client Selection with Local Knowledge Distillation for Efficient Federated Learning in Non-IID Data. J. Internet Serv. Appl. Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis
2025	Misc	`conf`	Federated Learning with Iterative Synthetic Data Augmentation. UCC Gustavo S. Guaragna, Joahannes B. D. da Costa, Allan Mariano de Souza
2025	J	`jnl`	Reducing communication overhead through one-shot model pruning in federated learning. Ann. des Télécommunications Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Luiz F. Bittencourt
2024	—	`conf`	A Modular Plugin for Concept Drift in Federated Learning. DCOSS-IoT Cláudio Gustavo S. Capanema, Joahannes B. D. da Costa, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2024	J	`jnl`	Adaptive Client Selection with Personalization for Communication Efficient Federated Learning. CoRR Allan Mariano de Souza, Filipe Maciel, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2024	—	`conf`	Adaptive Fit Fraction Based on Model Performance Evolution in Federated Learning. FiCloud Filipe Maciel, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Leandro A. Villas, Luiz F. Bittencourt
2024	J	`jnl`	Adaptive client selection with personalization for communication efficient Federated Learning. Ad Hoc Networks Allan Mariano de Souza, Filipe Maciel, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2024	C	`conf`	Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data. ISCC Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis, Allan Mariano de Souza
2024	—	`conf`	EcoPredict: Assessing Distributed Machine Learning Methods for Predicting Urban Emissions. VTC Fall Carnot Braun, Joahannes B. D. da Costa, Leandro A. Villas, Allan Mariano de Souza
2024	Misc	`conf`	Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. UCC Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis
2024	Misc	`conf`	Minimizing Communication Overhead via Wavelet-Based Model Compression in Federated Learning. UCC Rómulo Walter Condori Bustincio, Jorge L. Díaz Calle, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Luiz F. Bittencourt
2023	Misc	`conf`	CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. UCC Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis
2023	Misc	`conf`	EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. UCC Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt
2023	J	`jnl`	HARMONIC: Shapley values in market games for resource allocation in vehicular clouds. Ad Hoc Networks Aguimar Ribeiro Júnior, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas, Daniel L. Guidoni, Sandra Sampaio, Rodolfo I. Meneguette
2023	—	`conf`	Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing. VTC Fall Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Lobato, Denis Rosário, Christoph Sommer, Leandro Villas
2023	J	`jnl`	Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro Villas
2023	J	`jnl`	Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments. Ad Hoc Networks Joahannes B. D. da Costa, Wellington Lobato, Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro A. Villas
2022	—	`conf`	Alocação de Tarefas em Nuvens Veiculares Utilizando Jogos de Mercado. SBRC Aguimar Ribeiro Júnior, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas, Daniel L. Guidoni, Rodolfo I. Meneguette
2022	—	`conf`	Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. VTC Fall Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
2022	—	`conf`	Escalonamento de Tarefas Ciente de Contexto para Computação de Borda Veicular. SBRC Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
2022	—	`conf`	FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. VTC Fall Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
2022	—	`conf`	NEMESIS: Mecanismo para Formação de Nuvens Veiculares Baseado em Previsão de Mobilidade. SBRC Joahannes B. D. da Costa, Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
2021	B	`conf`	TOVEC: Task Optimization Mechanism for Vehicular Clouds using Meta-heuristic Technique. IWCMC Douglas D. Lieira, Matheus Sanches Quessada, Joahannes B. D. da Costa, Eduardo Cerqueira, Denis do Rosário, Rodolfo I. Meneguette
2020	—	`conf`	Combinatorial Optimization-based Task Allocation Mechanism for Vehicular Clouds. VTC Spring Joahannes B. D. da Costa, Rodolfo I. Meneguette, Denis do Rosário, Leandro A. Villas
2020	—	`conf`	Degree Centrality-based Caching Discovery Protocol for Vehicular Named-Data Networks. VTC Spring Lucas Borges Rondon, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Denis do Rosário, Leandro A. Villas
2020	J	`jnl`	RELIABLE: Resource Allocation Mechanism for 5G Network using Mobile Edge Computing. Sensors Rickson Simioni Pereira, Douglas D. Lieira, Marco A. C. da Silva, Adinovam Henriques de Macedo Pimenta, Joahannes B. D. da Costa, Denis do Rosário, Leandro Villas, Rodolfo I. Meneguette
2019	—	`conf`	A Distance and Position-based Caching Discovery Protocol for Vehicular Named-Data Networks. LATINCOM Lucas Borges Rondon, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas
2019	—	`conf`	A Virtual Machine Migration Policy Based on Multiple Attribute Decision in Vehicular Cloud Scenario. ICC Rodolfo I. Meneguette, Diego O. Rodrigues, Joahannes B. D. da Costa, Denis do Rosário, Leandro A. Villas
2019	—	`conf`	A novel fog-based resource allocation policy for vehicular clouds in the highway environment. LATINCOM Rickson Simioni Pereira, Douglas D. Lieira, Marco A. C. da Silva, Adinovam Henriques de Macedo Pimenta, Joahannes B. D. da Costa, Denis do Rosário, Rodolfo I. Meneguette
2019	—	`conf`	Disseminação de Dados Baseada em Métricas de Redes Complexas Para Sistemas de Transporte Inteligentes. SBRC Companion Joahannes B. D. da Costa, Denis Rosário, Eduardo Cerqueira
2019	J	`jnl`	Efficient data dissemination protocol based on complex networks' metrics for urban vehicular networks. J. Internet Serv. Appl. Joahannes B. D. da Costa, Allan Mariano de Souza, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas