Allan M. de Souza
Universidade Estadual de Campinas
H-index: 17
Latin America-Brazil
Top articles of Allan M. de Souza
Adaptive client selection with personalization for communication efficient Federated Learning
Ad Hoc Networks
2024/2/29
Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing
2023/10/10
Automatic Extraction of Conversation Flows from Human Dialogues: Understanding Their Impact to Refine NLP Models
SN Computer Science
2023/9/14
Service provisioning in edge-cloud continuum: Emerging applications for mobile devices
2023/6/20
FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning
2023/6/19
Resource Aware Client Selection for Federated Learning in IoT Scenarios
2023/6/19
Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing
IEEE Transactions on Intelligent Transportation Systems
2023/5/31
NeuralMatch: Identificando a Similaridade de Clientes baseado em Modelos no Aprendizado Federado
2023/5/22
Dispositivos, Eu Escolho Vocês: Seleção de Clientes Adaptativa para Comunicação Eficiente em Aprendizado Federado
2023/5/22
Compressed client selection for efficient communication in federated learning
2023/1/8
EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence
2023/12/4
CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data
2023/12/4
Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments
Ad Hoc Networks
2023/12/1
A Novel Short-term Vehicle Location Prediction using Temporal Graph Neural Networks
2022/11/30
Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing
2022/9/25
Flexe: Investigating federated learning in connected autonomous vehicle simulations
2022/9/26
Towards a Personalized Multi-objective Vehicular Traffic Re-routing System
2021
Escalonamento de tarefas ciente de contexto para computação de borda veicular
2022/5/23
Nemesis: Mecanismo para formação de nuvens veiculares baseado em previsão de mobilidade
2022/5/23
MCCD: Generating Human Natural Language Conversational Datasets.
2022
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