Rodrigo De Souza Couto

According to our database, Rodrigo De Souza Couto authored at least 55 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Early-Exit Deep Neural Network - A Comprehensive Survey.

Haseena Rahmath P, Vishal Srivastava, Kuldeep Chaurasia, Roberto Gonçalves Pacheco, Rodrigo S. Couto

ACM Comput. Surv., March, 2025

2024

A Performance Evaluation of Neural Networks for Botnet Detection in the Internet of Things.

Lucas C. B. Guimarães, Rodrigo S. Couto

J. Netw. Syst. Manag., October, 2024

A survey of public datasets for O-RAN: fostering the development of machine learning models.

Rodrigo S. Couto, Pedro Cruz, Roberto Gonçalves Pacheco, Vivian Maria S. Souza, Miguel Elias M. Campista, Luís Henrique M. K. Costa

Ann. des Télécommunications, October, 2024

Using Early-Exit Deep Neural Networks to Accelerate Spectrum Classification in O-RAN.

Roberto Gonçalves Pacheco, Rodrigo S. Couto, Sahar Hoteit

Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024

On the Impact of the Traffic Pattern on Vehicular Federated Learning.

Giuliano Fittipaldi, Rodrigo S. Couto, Luís Henrique M. K. Costa

Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024

2023

A Protection System Against HTTP Flood Attacks Using Software Defined Networking.

Diego S. M. Gonçalves, Rodrigo S. Couto, Marcelo G. Rubinstein

J. Netw. Syst. Manag., 2023

On the impact of deep neural network calibration on adaptive edge offloading for image classification.

Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone

J. Netw. Comput. Appl., 2023

Federated Learning Applied to Arrhythmia Detection on Electrocardiograms.

Rodrigo S. Couto, Lucas C. Favaro

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Redes Neurais Profundas com Saídas Antecipadas para Imagens com Distorção em Ambientes de Nuvem.

Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto

Proceedings of the 41st Brazilian Symposium on Computer Networks and Distributed Systems, 2023

Unlocking Early-Exiting Semantic Segmentation with Branched Networks.

Mateus da Silva Gilbert, Roberto Gonçalves Pacheco, Rodrigo De Souza Couto, Marcello L. R. de Campos, Miguel Elias M. Campista

Proceedings of the IEEE Latin-American Conference on Communications, 2023

AdaEE: Adaptive Early-Exit DNN Inference Through Multi-Armed Bandits.

Roberto Gonçalves Pacheco, Mark Shifrin, Rodrigo De Souza Couto, Daniel S. Menasché, Manjesh K. Hanawal, Miguel Elias M. Campista

Proceedings of the IEEE International Conference on Communications, 2023

Using Public Datasets to Train O-RAN Deep Learning Models.

Rodrigo S. Couto, Pedro Cruz, Miguel Elias M. Campista, Luís Henrique M. K. Costa

Proceedings of the 2nd International Conference on 6G Networking, 2023

2022

POSIMNET-R: An immunologic resilient approach to position routers in Industrial Wireless Sensor Networks.

Carlos Augusto Ribeiro Soares, Rodrigo De Souza Couto, Alexandre Sztajnberg, Jorge Luís Machado do Amaral

Expert Syst. Appl., 2022

A bi-objective optimization model for segment routing traffic engineering.

Antonio José Silvério, Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique M. K. Costa

Ann. des Télécommunications, 2022

Performance evaluation of an HTTP proxy implemented as a virtual network function.

Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein

Ann. des Télécommunications, 2022

Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets.

Mariana S. M. Barbosa, Roberto Gonçalves Pacheco, Rodrigo S. Couto, Dianne S. V. Medeiros, Miguel Elias M. Campista

Proceedings of the IEEE Latin-American Conference on Communications, 2022

Improving Image-recognition Edge Caches with a Generative Adversarial Network.

Guilherme B. Souza, Roberto Gonçalves Pacheco, Rodrigo S. Couto

Proceedings of the IEEE International Conference on Communications, 2022

2021

Towards Edge Computing Using Early-Exit Convolutional Neural Networks.

Roberto Gonçalves Pacheco, Kaylani Bochie, Mateus da Silva Gilbert, Rodrigo S. Couto, Miguel Elias M. Campista

Inf., 2021

Missing Data Imputation in Internet of Things Gateways.

Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso

Inf., 2021

FAS-Bus: Um Sistema de Análise da Frota de Ônibus Urbanos.

Fernando D. M. Silva, Matheus F. Tavares, Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa

Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Particionamento de Redes Neurais Profundas com Saídas Antecipadas.

Roberto Gonçalves Pacheco, Rodrigo De Souza Couto

Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

A Bus-based Opportunistic Sensing Network.

Pedro Henrique Cruz Caminha, Luís Henrique Maciel Kosmalski Costa, Rodrigo De Souza Couto

Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Data imputation on IoT gateways using machine learning.

Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso

Proceedings of the 19th Mediterranean Communication and Computer Networking Conference, 2021

Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks.

Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone

Proceedings of the ICC 2021, 2021

Early-exit deep neural networks for distorted images: providing an efficient edge offloading.

Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto

Proceedings of the IEEE Global Communications Conference, 2021

Using Degree Centrality to Identify Market Manipulation on Bitcoin.

Daiane M. Pereira, Rodrigo S. Couto

Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2021

2020

Per-Vehicle Coverage in a Bus-Based General-Purpose Sensor Network.

Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim

IEEE Wirel. Commun. Lett., 2020

A delay-aware coverage metric for bus-based sensor networks.

Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim

Comput. Commun., 2020

Introduzindo a qualidade de imagem como uma nova condição de particionamento de DNN na borda.

Roberto Gonçalves Pacheco, Rodrigo De Souza Couto

Proceedings of the XXXVIII Brazilian Symposium on Computer Networks and Distributed Systems, 2020

Inference Time Optimization Using BranchyNet Partitioning.

Roberto Gonçalves Pacheco, Rodrigo S. Couto

Proceedings of the IEEE Symposium on Computers and Communications, 2020

2019

An algorithm for sink positioning in bus-assisted smart city sensing.

Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa

Future Gener. Comput. Syst., 2019

2018

On the Coverage of Bus-Based Mobile Sensing.

Pedro Henrique Cruz Caminha, Rodrigo De Souza Couto, Luís Henrique Maciel Kosmalski Costa, Anne Fladenmuller, Marcelo Dias de Amorim

Sensors, 2018

Building an IaaS cloud with droplets: a collaborative experience with OpenStack.

Rodrigo S. Couto, Hugo Sadok, Pedro Cruz, Felipe A. F. da Silva, Tatiana Sciammarella, Miguel Elias M. Campista, Luís Henrique M. K. Costa, Pedro B. Velloso, Marcelo G. Rubinstein

J. Netw. Comput. Appl., 2018

SensingBus: Using Bus Lines and Fog Computing for Smart Sensing the City.

Pedro Cruz, Felipe A. F. da Silva, Roberto Gonçalves Pacheco, Rodrigo De Souza Couto, Pedro Braconnot Velloso, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa

IEEE Cloud Comput., 2018

Assessing the impacts of IPsec cryptographic algorithms on a virtual network embedding problem.

Bernardo C. V. Camilo, Rodrigo S. Couto, Luís Henrique M. K. Costa

Comput. Electr. Eng., 2018

Utilizando Redes Definidas por Software para Prover Justiça em Aplicações Interativas.

Felipe A. F. da Silva, Rodrigo S. Couto, Marcelo G. Rubinstein

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Posicionamento de Pontos de Acesso Sem-fio para Segurança de Visitantes em Parques Florestais.

Gabriel F. C. de Queiroz, Ana Elisa Ferreira, Fernando M. Ortiz, Rodrigo De Souza Couto, Luís Henrique M. K. Costa

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Caracterização de uma Rede Sem-fio de Baixa Potência e Longo Alcance para Internet das Coisas.

Fernando M. Ortiz, Pedro Cruz, Rodrigo De Souza Couto, Luís Henrique M. K. Costa

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Minimização da Latência no Posicionamento de Funções em Cloud RANs.

Jean Lucas de Lima, Rodrigo S. Couto

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Avaliação de Desempenho de um Proxy HTTP Implementado como Função Virtual de Rede.

Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Análise da Cobertura Espacial de uma Rede de Sensores Baseada em Ônibus Urbanos.

Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

2017

Um Algoritmo de Posicionamento de Pontos de Coleta para uma Rede de Sensores Baseada em Ônibus Urbanos.

Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa

Proceedings of the XXXV Brazilian Symposium on Computer Networks and Distributed Systems, 2017

2016

Reliability and Survivability Analysis of Data Center Network Topologies.

Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa

J. Netw. Syst. Manag., 2016

Performance evaluation of a virtualized HTTP proxy in KVM and Docker.

Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein

Proceedings of the 7th International Conference on the Network of the Future, 2016

Analysis of Control Traffic in a Geo-Distributed Collaborative Cloud.

Tatiana Sciammarella, Rodrigo S. Couto, Marcelo G. Rubinstein, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

2015

Server placement with shared backups for disaster-resilient clouds.

Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Comput. Networks, 2015

2014

Network resource control for Xen-based virtualized software routers.

Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Comput. Networks, 2014

Network design requirements for disaster resilience in IaaS clouds.

Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa

IEEE Commun. Mag., 2014

Geo-Distributed Data Centers: Distance and Robustness Trade-Offs.

Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Proceedings of the 2014 Brazilian Symposium on Computer Networks and Distributed Systems, 2014

Latency versus survivability in geo-distributed data center design.

Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Proceedings of the IEEE Global Communications Conference, 2014

2012

A reliability analysis of datacenter topologies.

Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Virtual networks: isolation, performance, and trends.

Natalia Castro Fernandes, Marcelo Duffles Donato Moreira, Igor M. Moraes, Lyno Henrique G. Ferraz, Rodrigo S. Couto, Hugo E. T. Carvalho, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos Muniz Bandeira Duarte

Ann. des Télécommunications, 2011

VNEXT: Virtual network management for Xen-based Testbeds.

Pedro Silveira Pisa, Rodrigo S. Couto, Hugo E. T. Carvalho, Daniel J. S. Neto, Natalia Castro Fernandes, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos M. B. Duarte, Guy Pujolle

Proceedings of the International Conference on the Network of the Future, 2011

An experimental analysis of routing inconsistency in indoor wireless mesh networks.

Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos Muniz Bandeira Duarte

Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

XTC: A Throughput Control Mechanism for Xen-Based Virtualized Software Routers.

Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa

Proceedings of the Global Communications Conference, 2011