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Vinicius Fernandes Soares Mota

Federal University of Espirito Santo

Av. Fernando Ferrari, 514

No. 514, Goiabeiras

Vitória, 29075

Brazil

  • Federal University of Espirito Santo

SCHOLARLY PAPERS

5

DOWNLOADS

281

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Forecasting Energy Power Consumption Using Federated Learning in Edge Computing Devices

Number of pages: 15 Posted: 05 Jun 2023
Eduardo Montagner de Moraes Sarmento, Iran Freitas Ribeiro, Pablo Rafael Neves Marciano, Yrui Giovan Neris, Helder R. O. Rocha, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 159 (469,621)

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Federated Learning, Forecasting Energy Consumption, Privacy Requirements, Edge Computing, GANs, Dataset Augmentation

2.

Focca: Fog-Cloud Continuum Architecture for Data Imputation and Load Balancing in Smart Grids

Number of pages: 17 Posted: 09 Sep 2024
Matheus Barbosa, Eric Bernardes Chagas Barros, Vinicius Fernandes Soares Mota, Dionisio Machado Leite, Leobino Sampaio, Bruno Kuehne, Bruno Guazzelli Batista, Damla Turgut and Maycon Peixoto
affiliation not provided to SSRN, Federal University of Bahia (UFBA), Federal University of Espirito Santo, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Central Florida and Federal University of Bahia (UFBA)
Downloads 55 (1,041,696)

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Fog-Cloud Computing, Load Balancing, Data Imputation, Smart Grids

3.

Secure and Efficient Federated Learning: Advancing Cybersecurity, Privacy, and Trust Through Fedsketchand Ckksfed

Number of pages: 19 Posted: 17 May 2025
Eduardo Montagner de Moraes Sarmento, João Pedro Camargo Batista, Johann Jakob Schmitz Bastos, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 51 (1,063,489)

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federated learning, Homomorphic Encryption, Privacy, Compressing, Sketches, Security

4.

QoGenTS: A Framework for Assessing the Quality of Generative Time Series Models

Number of pages: 17 Posted: 07 May 2026
Iran Freitas Ribeiro, Guilherme Brotto, Giovanni Ventorim Comarela, Rodolfo Valentim, Antonio Augusto de Aragão Rocha, Idilio Drago and Vinicius Fernandes Soares Mota
Federal University of Espirito Santo, affiliation not provided to SSRN, Universidade Federal do Espírito Santo, affiliation not provided to SSRN, Universidade Federal Fluminense, University of Turin and Federal University of Espirito Santo
Downloads 9 (1,555,090)

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generative models, synthetic data, Time series, Privacy

5.

Secure and Efficient Federated Learning Using Sketches and Fully Homomorphic Encryption

Number of pages: 21 Posted: 04 Apr 2026
Eduardo M. M. Sarmento, João Pedro Camargo Batista, Johann Jakob Schmitz Bastos, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 7 (1,566,597)

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Compressing, Federated learning, Homomorphic Encryption, privacy, security, Sketches