Allan Mariano de Souza

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Pareto Optimality

Data Dissemination

Management System

Vehicular Ad Hoc Networks

Top Venues

J. Internet Serv. Appl.

Publications

Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas, Torsten Braun
Federated learning energy saving through client selection. Pervasive Mob. Comput. 103 (2024)
Allan Mariano de Souza, Filipe Maciel, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
Adaptive client selection with personalization for communication efficient Federated Learning. Ad Hoc Networks 157 (2024)
Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Lobato, Denis Rosário, Christoph Sommer, Leandro Villas
Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing. VTC Fall (2023)
Aissa Hadj Mohamed, Nícolas R. G. Assumpçáo, Carlos A. Astudillo, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas
Compressed Client Selection for Efficient Communication in Federated Learning. CCNC (2023)
Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas
Resource Aware Client Selection for Federated Learning in IoT Scenarios. DCOSS-IoT (2023)
Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo Ipolito Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro Villas
Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning. DCOSS-IoT (2023)
Allan Mariano de Souza, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
Dispositivos, Eu Escolho Vocês: Seleção de Clientes Adaptativa para Comunicação Eficiente em Aprendizado Federado. SBRC (2023)
Diego O. Rodrigues, Allan Mariano de Souza, Torsten Braun, Guilherme Maia, Antonio A. F. Loureiro, Leandro A. Villas
Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. J. Internet Serv. Appl. 14 (1) (2023)
Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt
EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. UCC (2023)
Matheus Ferraroni Sanches, Jáder Martins Camboim de Sá, Rafael Roque de Souza, Allan Mariano de Souza, Júlio Cesar dos Reis, Leandro Aparecido Villas
Automatic Extraction of Conversation Flows from Human Dialogues: Understanding Their Impact to Refine NLP Models. SN Comput. Sci. 4 (6) (2023)
Joahannes B. D. da Costa, Wellington Lobato, Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro A. Villas
Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments. Ad Hoc Networks 151 (2023)
Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis
CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. UCC (2023)
Joahannes B. D. da Costa, Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
NEMESIS: Mecanismo para Formação de Nuvens Veiculares Baseado em Previsão de Mobilidade. SBRC (2022)
Farimasadat Miri, Alireza A. Namanloo, Allan Mariano de Souza, Richard W. Pazzi
A Novel Short-term Vehicle Location Prediction using Temporal Graph Neural Networks. LATINCOM (2022)
Allan Mariano de Souza, Horacio A. B. F. de Oliveira, Zhongliang Zhao, Torsten Braun, Antonio A. F. Loureiro, Leandro A. Villas
Enhancing Sensing and Decision-Making of Automated Driving Systems With Multi-Access Edge Computing and Machine Learning. IEEE Intell. Transp. Syst. Mag. 14 (1) (2022)
Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. VTC Fall (2022)
Matheus Ferraroni Sanches, Jáder M. C. de Sá, Allan Mariano de Souza, Diego A. Silva, Rafael R. de Souza, Júlio Cesar dos Reis, Leandro A. Villas
MCCD: Generating Human Natural Language Conversational Datasets. ICEIS (2) (2022)
Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo Ipolito Meneguette, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
Escalonamento de Tarefas Ciente de Contexto para Computação de Borda Veicular. SBRC (2022)
Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. VTC Fall (2022)
Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro Villas
Mecanismo Eficiente de Localização Cooperativa para Veículos Autônomos Conectados. SBRC (2021)
Mostafa Karimzadeh, Ryan Aebi, Allan Mariano de Souza, Zhongliang Zhao, Torsten Braun, Susana Sargento, Leandro Villas
Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction. WCNC (2021)
Allan Mariano de Souza, Leandro Aparecido Villas
Vem Tranquilo: Rotas Eficientes baseado na Dinâmica Urbana Futura com Deep Learning e Computação de Borda. SBRC (2020)
Lucas Zanco Ladeira, Allan Mariano de Souza, Thiago Henrique Silva, Geraldo Pereira Rocha Filho, Maycon Leone Maciel Peixoto, Leandro Aparecido Villas
CERVA: Roteamento Contextual para Veículos com Risco Espaço-temporal. SBRC (2020)
Wellington Lobato, Allan Mariano de Souza, Maycon L. M. Peixoto, Denis do Rosário, Leandro Villas
A Cache Strategy for Intelligent Transportation System to Connected Autonomous Vehicles. VTC Fall (2020)
Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Leandro A. Villas, Antonio A. F. Loureiro
Safe and Sound: Driver Safety-Aware Vehicle Re-Routing Based on Spatiotemporal Information. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Lucas Zanco Ladeira, Allan Mariano de Souza, Thiago Henrique Silva, Richard W. Pazzi, Leandro A. Villas
PONCHE: Personalized and Context-Aware Vehicle Rerouting Service. CLOUD (2020)
Lucas Zanco Ladeira, Allan Mariano de Souza, Heitor S. Ramos, Leandro Aparecido Villas
GIN: Better going safe with personalized routes. ISCC (2020)
Thiago S. Gomides, Robson E. De Grande, Allan Mariano de Souza, Fernanda S. H. Souza, Leandro A. Villas, Daniel L. Guidoni
An adaptive and Distributed Traffic Management System using Vehicular Ad-hoc Networks. Comput. Commun. 159 (2020)
Matheus Ferraroni Sanches, Allan Mariano de Souza, Wellington Lobato, Leandro A. Villas
Optimizing Infrastructure Placement with Genetic Algorithm: A Traffic Management Use Case. LATINCOM (2019)
Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Raquel Cabral, Islene C. Garcia, Leandro A. Villas
Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues. J. Internet Serv. Appl. 10 (1) (2019)
Lucas Zanco Ladeira, Allan Mariano de Souza, Geraldo P. R. Filho, Thiago Henrique Silva, Leandro Villas
Serviço de Sugestão de Rotas Seguras para Veículos. SBRC (2019)
Allan Mariano de Souza, Guilherme Maia, Torsten Braun, Leandro A. Villas
An Interest-Based Approach for Reducing Network Contentions in Vehicular Transportation Systems. Sensors 19 (10) (2019)
Joahannes B. D. da Costa, Allan Mariano de Souza, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas
Efficient data dissemination protocol based on complex networks' metrics for urban vehicular networks. J. Internet Serv. Appl. 10 (1) (2019)
Jéferson Campos Nobre, Allan Mariano de Souza, Denis do Rosário, Cristiano Both, Leandro A. Villas, Eduardo Cerqueira, Torsten Braun, Mario Gerla
Vehicular software-defined networking and fog computing: Integration and design principles. Ad Hoc Networks 82 (2019)
Lucas Zanco Ladeira, Allan Mariano de Souza, Geraldo Pereira Rocha Filho, Thiago Henrique Silva, Matheus Ferraroni Sanches, Leandro Aparecido Villas
MARTINI: Towards a mobile and variable time window identification for spatio-temporal data. LATINCOM (2019)
Allan Mariano de Souza, Torsten Braun, Leandro Villas
Efficient Context-Aware Vehicular Traffic Re-Routing Based on Pareto-Optimality: A Safe-Fast Use Case. ITSC (2018)
Joahannes Costa, Denis Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira
Protocolo para Disseminação de Dados em VANETs baseado em Métricas de Redes Complexas: Um Estudo de Caso com Sistema de Gerenciamento de Trânsito. SBRC (2018)
Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas
FnS: Enhancing Traffic Mobility and Public Safety based on a Hybrid Transportation System. DCOSS (2018)
Allan Mariano de Souza, Lehilton L. C. Pedrosa, Leonardo C. Botega, Leandro Villas
Itssafe: An Intelligent Transportation System for Improving Safety and Traffic Efficiency. VTC Spring (2018)
Allan Mariano de Souza, Leonardo C. Botega, Islene Calciolari Garcia, Leandro A. Villas
Por Aqui é Mais Seguro: Melhorando a Mobilidade e a Segurança nas Vias Urbanas. SBRC (2018)
Joahannes Costa, Denis do Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira
Data Dissemination Based on Complex Networks' Metrics for Distributed Traffic Management Systems. ISCC (2018)
Allan Mariano de Souza, Celso A. R. L. Brennand, Roberto Sadao Yokoyama, Erick Donato, Edmundo Roberto Mauro Madeira, Leandro A. Villas
Traffic management systems: A classification, review, challenges, and future perspectives. Int. J. Distributed Sens. Networks 13 (4) (2017)
Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas
GTE: Um Sistema para Gerenciamento de Trânsito Escalável baseado em Compartilhamento Oportunista. SBRC (2017)
Joahannes Costa, Wellington Lobato, Allan Mariano de Souza, Denis do Rosário, Leandro A. Villas, Eduardo Cerqueira
Centrality-based data dissemination protocol for vehicular ad hoc networks. NCA (2017)
Allan Mariano de Souza, Nelson L. S. da Fonseca, Leandro Villas
A fully-distributed advanced traffic management system based on opportunistic content sharing. ICC (2017)
Allan Mariano de Souza, Leandro Aparecido Villas
A Fully-distributed Traffic Management System to Improve the Overall Traffic Efficiency. MSWiM (2016)
Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio A. F. Loureiro, Leandro Aparecido Villas
Real-time path planning to prevent traffic jam through an intelligent transportation system. ISCC (2016)
Allan Mariano de Souza, Roberto Sadao Yokoyama, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro Aparecido Villas
ICARUS: Improvement of traffic Condition through an Alerting and Re-routing System. Comput. Networks 110 (2016)
Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
SPARTAN: A Solution to Prevent Traffic Jam with Real-Time Alert and Re-Routing for Smart City. VTC Fall (2016)
Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio Alfredo Ferreira Loureiro, Leandro A. Villas
Minimizing traffic jams in urban Centers using vehicular ad hoc networks. NTMS (2015)
Allan Mariano de Souza, Roberto Sadao Yokoyama, Nelson Luis Saldanha da Fonseca, Rodolfo Ipolito Meneguette, Leandro Aparecido Villas
GARUDA: A New Geographical Accident Aware Solution to Reduce Urban Congestion. CIT/IUCC/DASC/PICom (2015)
Allan Mariano de Souza, Roberto Sadao Yokoyama, Leonardo Castro Botega, Rodolfo Ipolito Meneguette, Leandro Aparecido Villas
Scorpion: A Solution Using Cooperative Rerouting to Prevent Congestion and Improve Traffic Condition. CIT/IUCC/DASC/PICom (2015)
Celso A. R. L. Brennand, Allan Mariano de Souza, Guilherme Maia, Azzedine Boukerche, Heitor S. Ramos, Antonio A. F. Loureiro, Leandro A. Villas
An intelligent transportation system for detection and control of congested roads in urban centers. ISCC (2015)
Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Rodolfo Ipolito Meneguette, Antonio A. F. Loureiro, Leandro Aparecido Villas
Decreasing greenhouse emissions through an intelligent traffic information system based on inter-vehicle communication. MOBIWAC (2014)
Allan Mariano de Souza, Guilherme Maia, Leandro A. Villas
ADD: A Data Dissemination Solution for Highly Dynamic Highway Environments. NCA (2014)