Vol. 16 No. 1 (2025)

Research article

• Training Neural Networks in Cloud Environments: A Methodology and a Comparative Analysis

  Cláudio Márcio de Araújo Moura Filho, Erica Teixeira Gomes de Sousa

  287-298

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• How Does Software Configuration Parameters Impact Job's Execution Time in Spark?

  Maria C. L. Nunes, Jairson B. Rodrigues

  224-234

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• Syntactic and Semantic Edge Interoperability

  Tanzima Azad, M A Hakim Newton, Jarrod Trevathan, Abdul Sattar

  235-252

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• Forwarding Metrology with an IoT and Blockchain Approach: The Gas Pumps Use Case

  Gabriel Estevam de Oliveira, Pedro Henrique de Sena Trombini Taglialenha, Luis Felipe Fabiane, Thaís Bardini Idalino, Martín Vigil, Jean Everson Martina

  253-267

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• Intrusion detection in vehicular networks using machine learning

  Heitor Tonel Ventura, Raian de Almeida Moretti, Ana Cristina Barreiras Kochem Vendramin, Daniel Fernando Pigatto

  174-193

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• Spatial Optimization of Charging Networks for Heavy-Duty EVs Using Hexagonal Discrete Models

  Germano B. dos Santos, Guilherme C. Melos, Leonardo J. A. S. Figueiredo, Fabrício A. Silva, Thais R. M. B. Silva, Antonio A. F. Loureiro

  268-286

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• Blockchain-Based location validation in an environment of mutual distrust

  Eduardo Busch Loivos, Arthur A. Vianna, Antonio A. de A. Rocha

  407-418

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• An Alternative Particle Filter-Driven ADR for Mobile Devices in LoRaWAN Networks

  Geraldo A. Sarmento Neto, Thiago A. Ribeiro da Silva, Artur F. da S. Veloso, Pedro Felipe de Abreu, Luis H. de O. Mendes, Ricardo A. L. Rabelo, J. Valdemir dos Reis Jr

  194-208

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• Plant Disease Detection Using Federated Learning and Cloud Infrastructure for Scalability and Data Privacy

  Paulo V. Caminha, Helder May Nunes da Silva Oliveira

  530-543

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• Performance Evaluation of a Camera Surveillance System in Smart Buildings Using Queuing Models

  Lucas Silva Lopes, José Miqueias Araújo, Luiz Nelson Lima, Vandirleya Barbosa, Arthur Sabino, Geraldo P. Rocha Filho, Francisco Airton Silva

  480-491

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• Empowering Client Selection with Local Knowledge Distillation for Efficient Federated Learning in Non-IID Data

  Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan M. de Souza, Leandro A. Villas, Julio C. Dos Reis

  543-553

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• Urban Cultural Signature with Web Data: A Case Study with Google Places Venues

  Fernanda R. Gubert, Gustavo H. Santos, Myriam Delgado, Daniel Silver, Thiago H. Silva

  388-406

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• People Counting Application with Crowded Scenarios: A Case Study with TV Boxes as Edge Devices

  Gabriel Massuyoshi Sato, Gustavo P. C. P. da Luz, Luis Fernando Gomez Gonzalez, Juliana Freitag Borin

  470-479

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• A Fuzzy Inference System for DDoS Identification in Fog Computing based on Energy Consumption

  Diogo Vinicius Martins da Cruz, Ana Cristina Barreiras Kochem Vendramin, Daniel Fernando Pigatto, Juliana de Santi

  209-223

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• Which One is Better? Distributed Artificial Intelligence Strategies for Accurate Vehicular Emissions Forecasting

  Carnot Braun, Rafael O. Jarczewski, Allan M. de Souza

  554-565

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• Synthetic Driving Conditions Data Generation Using Federated Generative Adversarial Networks

  David de Melo A. dos Reis, Allan M. de Souza

  320-331

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• Access Management for Content Delivery Networks: Measurements, Models, and Strategies

  Lenise M. V. Rodrigues, Daniel Sadoc Menasché, Arthur C. Serra, Antonio A. de Aragão Rocha

  345-356

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• Influence of Sequence Length and Geographic Representation on Optimal Prediction Architectures for Stolen Vehicle Geolocation

  Gustavo V. I. de Macedo, Geraldo P. R. Filho, João K. M. dos Santos, Arthur R. Neves, Murilo G. Almeida, Mariana C. Falqueiro, Rodolfo I. Meneguette, André L. M. Serrano, Vinícius P. Gonçalves

  357-371

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• SISCMot: Situation Inference and Monitoring System for Intelligent Motorized Wheelchairs

  Pedro Abrantes Tavares, Rodrigo Real, William Manzolli, Adenauer Correa Yamin, Giancarlo Lucca

  530-542

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• Time-Weighted Correlation Approach to Identify High Delay Links in Internet Service Providers

  Francisco V. J. Nobre, Danielle dos S. Silva, Maria C. M. M. Ferreira, Maria L. M. L. Brito, Thelmo P. de Araújo, Rafael L. Gomes

  419-430

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• INTACT: Compact Storage of Data Streams in Mobile Devices to Unlock User Privacy at the Edge

  Rémy Raes, Olivier Ruas, Adrien Luxey-Bitri, Romain Rouvoy

  372-387

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• Optimizing Compliance: Comparative Study of Data Laws and Privacy Frameworks

  Lucas Dalle Rocha, Edna Dias Canedo

  431-452

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• Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things' devices

  Jaqueline Damacena Duarte, Guilherme Dantas Bispo, Gabriel Arquelau Pimenta Rodrigues, André Luiz Marques Serrano, Gabriela Mayumi Saiki, Vinícius Pereira Gonçalves

  332-344

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• A Comprehensive Review of Techniques, Methods, Processes, Frameworks, and Tools for Privacy Requirements

  Stefano Luppi Spósito, João Francisco Gomes Targino, Geovana Ramos Sousa Silva, Laerte Peotta, Daniel de Paula Porto, Fábio Lúcio Lopes Mendonça, Edna Dias Canedo

  508-529

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• Data Privacy in Software Practice: Brazilian Developers’ Perspectives

  Aryely Matos, Mario Patrício, Maria Isabel Nicolau, Edna Dias Canedo, Juliana Alves Pereira, Anderson Uchôa

  299-319

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• Spectrum Defragmentation Window in SDM-EON Networks

  Paulo José de Souza Júnior, Lucas Rodrigues, Marcelo Marotta

  492-507

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• Querying large video datasets: a systematic literature review

  Clayton Kossoski, Heitor Silvério Lopes, Jean Marcelo Simão

  566-595

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• Disaster-FD: Federated Failure Detection in Disaster Scenarios

  Abadio de Paulo Silva, Anubis Graciela de M. Rossetto, Pierre Sens, Luciana Arantes, Rafael Pasquini, Paulo Coelho

  453-469

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• Composing State Machine Replication

  Caroline Martins Alves, Matheus Antonio de Souza, Thais Bardini Idalino, Odorico Machado Mendizabal

  629-644

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• Generic Multicast: One Group Communication Primitive to Rule Them All

  Jose Bolina, Douglas Antunes Rocha, Lasaro Camargos, Pierre Sutra

  666-681

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• Adversary-Augmented Simulation for Fairness Evaluation and Defense in Hyperledger Fabric

  Erwan Mahe, Rouwaida Abdallah, Pierre-Yves Piriou, Sara Tucci-Piergiovanni

  645-665

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• Spreading Factor Allocation in LoRaWAN for Reliability and Delay-Constrained Smart Metering Applications

  Thiago Allisson Ribeiro da Silva, Geraldo A. Sarmento Neto, Luís H. Oliveira Mendes, Pedro F. Ferreira Abreu, Fernando J. Vieira Santos, José Valdemir dos Reis Jr

  612-628

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• NES: Neural Embedding Squared

  Lucas Zanco Ladeira, Frances Albert Santos, Leandro Aparecido Villas

  1-12

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• Enhancing Cloud Network Security with Innovative Time Series Analysis

  Amer Al-Mazrawe, Bahaa Al-Musawi

  13-24

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• Automatic Inference of Brazilian Websites' Reliability for Combating Fake News: Domain and Geolocation Features

  Marcos Paulo Cezar de Mendonça, Igor Monteiro Moraes, Diogo Menezes Ferrazani Mattos

  43-53

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• Multi-Criteria, crosstalk-sensitive flexible topology approach for routing in SDM-EONs

  Ramon Alves Oliveira, Helder May Nunes da Silva Oliveira

  54-68

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• From RockYou to RockYou2024: Analyzing Password Patterns Across Generations, Their Use in Industrial Systems and Vulnerability to Password Guessing Attacks

  Gabriel Arquelau Pimenta Rodrigues, Pedro Augusto Giacomelli Fernandes, André Luiz Marques Serrano, Geraldo Pereira Rocha Filho, Guilherme Fay Vergara, Guilherme Dantas Bispo, Robson de Oliveira Albuquerque, Vinícius Pereira Gonçalves

  69-86

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• Lightweight Malware Classification with FORTUNATE: Precision Meets Computational Efficiency

  César Augusto Borges de Andrade, Geraldo Pereira Rocha Filho, Rodolfo I. Meneguette, João Paulo Abreu Maranhão, Ricardo Sant'Ana, Julio Cesar Duarte, André Luiz Marques Serrano, Vinícius P. Gonçalves

  87-104

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• Log parsers' performance on raw logs from Android devices

  João Alfredo Bessa, Ricardo Miranda Filho, Girlana Souza, Raimundo Barreto, Rosiane de Freitas

  105-116

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• Machine Learning-Based Strategy for Joint User Association and Resource Allocation in Next-Generation Networks

  Matheus Alves, Gustavo Broechl, Luna Loyolla, Warley Junior, Marcela Alves, Hugo Kuribayashi

  117-130

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• Request Handling in Elastic Optical Data Center Networks: A Routing Algorithm Approach

  Edson Adriel Freitas Rodrigues, Helder May Nunes da Silva Oliveira

  131-141

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• Towards an efficient solution to mitigate the forest fire problem based on unmanned aerial vehicles and wireless sensors

  Geraldo P. Rocha Filho, Rodolfo I. Meneguette, Fábio L. Lopes de Mendonça, André L. Marques Serrano, Daniel L. Guidoni, Francisco Airton Silva, Vinícius P. Gonçalves

  142-152

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• A Comparative Evaluation of Symmetric Cryptography Algorithms for Resource-Constrained Devices

  Mayksuel Ramalho, Gabriel Sampaio, Nicholas Neves, Rafael Porto, Victor Afonso Sobral, Marcos Rezende, Dianne S. V. Medeiros

  153-162

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• ONSPRIDE: An Ontology-based Framework for Privacy by Design in Distributed Networks Apps

  Marco Antonio Colombo da Silva, Luis Hideo Vasconcelos Nakamura, Geraldo P. Rocha Filho, Luís Veiga, Rodolfo Ipolito Meneguette

  163-177

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• Modeling Interest Networks in Urban Areas: A Comparative Study of Google Places and Foursquare Across Countries

  Gustavo H. Santos, Fernanda R. Gubert, Myriam Delgado, Thiago H. Silva

  25-42

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Special Call: Pervasive and Ubiquitous Computing (2024)

• FORENSICS: Deciphering and Detecting Malware Through Variable-Length Instruction Sequences

  César Augusto Borges de Andrade, Geraldo Pereira Rocha Filho, Rodolfo I. Meneguette, Ricardo Sant'Ana, Julio Cesar Duarte, André Luiz Marques Serrano, Clóvis Neumann, Vinícius P. Gonçalves

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