Artigos Publicados em Periódicos
2024
Adaptive client selection with personalization for communication efficient Federated Learning. Allan M. de Souza, Filipe Maciel, Joahannes B.D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A.F. Loureiro, Leandro A. Villas. Elsevier Ad Hoc Networks, 2024
2023
Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. Diego O. Rodrigues, Allan M. Souza, Torsten Braun, Guilherme Maia, Antonio A. F. Loureiro, and Leandro A. Villas Springer Journal of Internet Services and Applications, Jun 2023
Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing Joahannes B. D. Costa, Allan M. Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, and Leandro Villas. IEEE Transactions on Intelligent Transportation Systems, Jun 2023
Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments. Joahannes B.D. da Costa, Wellington Lobato, Allan M. de Souza, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, and Leandro A. Villas. Elsevier Ad Hoc Networks, Jun 2023
Automatic Extraction of Conversation Flows from Human Dialogues: Understanding Their Impact to Refine NLP Models. M. F. Sanches, J. M. C. Sá, R. R. Allan M. de Souza, and al. Spriger Nature Computer Science, Jun 2023
2022
Enhancing Sensing and Decision-Making of Automated Driving Systems With Multi-Access Edge Computing and Machine Learning. Allan M. Souza, Horacio F. Oliveira, Zhongliang Zhao, Torsten Braun, Antonio A.F. Loureiro, and Leandro A. Villas. IEEE Intelligent Transportation Systems Magazine, Jan 2022
2020
Safe and Sound: Driver Safety-Aware Vehicle Re-Routing Based on Spatiotemporal Information. Allan M. Souza, Torsten Braun, Leonardo C. Botega, Leandro A. Villas, and Antonio A. F. Loureiro. IEEE Transactions on Intelligent Transportation Systems, Sep 2020
An adaptive and distributed traffic management system using vehicular ad-hoc networks. Thiago S Gomides, E Robson, Allan M Souza, Fernanda SH Souza, Leandro A Villas, and Daniel L Guidoni. Elsevier Computer Communications, Sep 2020
2019
Vehicular software-defined networking and fog computing: Integration and design principles. Jéferson Campos Nobre, Allan M. de Souza, Denis Rosário, Cristiano Both, Leandro A. Villas, Eduardo Cerqueira, Torsten Braun, and Mario Gerla. Elsevier Ad Hoc Networks, Nov 2019
An Interest-Based Approach for Reducing Network Contentions in Vehicular Transportation Systems. Allan M. de Souza, Guilherme Maia, Torsten Braun, and Leandro A. Villas. Sensors, Nov 2019
Efficient data dissemination protocol based on complex networks’ metrics for urban vehicular networks. Joahannes B Costa, Allan M Souza, Denis Rosário, Eduardo Cerqueira, and Leandro A Villas. Springer Journal of Internet Services and Applications, Nov 2019
Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues. Allan M. de Souza, Torsten Braun, Leonardo C Botega, Raquel Cabral, Islene C Garcia, and Leandro A Villas. Springer Journal of Internet Services and Applications, Nov 2019
2017
Traffic management systems: A classification, review, challenges, and future perspectives, Allan M. de Souza, Celso ARL Brennand, Roberto S Yokoyama, Erick A Donato, Edmundo RM Madeira, and Leandro A Villas. International Journal of Distributed Sensor Networks, Jun 2017
2016
ICARUS: Improvement of traffic Condition through an Alerting and Re-routing System Allan M. de Souza, R.S. Yokoyama, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A.F. Loureiro, and Leandro Aparecido Villas. Elsevier Computer Networks, Sep 2016
2015
A new Solution based on Inter-Vehicle Communication to Reduce Traffic jam in Highway Environment.Allan M. Souza, and Leandro Aparecido Villas. IEEE Latin America Transactions, Mar 2015