Rodrigo S. Couto

52 papers B 6C 2Journal 23Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Early-Exit Deep Neural Network - A Comprehensive Survey.
ACM Comput. Surv.
Haseena Rahmath P, Vishal Srivastava, Kuldeep Chaurasia, Roberto Gonçalves Pacheco, Rodrigo S. Couto
2025 J jnl
Exploring traffic pattern variability in vehicular federated learning.
Comput. Commun.
Giuliano Fittipaldi, Rodrigo S. Couto, Luís Henrique M. K. Costa
2025 J jnl
UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks.
IEEE Trans. Netw. Serv. Manag.
Roberto Gonçalves Pacheco, Divya J. Bajpai, Mark Shifrin, Rodrigo S. Couto, Daniel Sadoc Menasché, Manjesh K. Hanawal, Miguel Elias M. Campista
2024 J jnl
A Performance Evaluation of Neural Networks for Botnet Detection in the Internet of Things.
J. Netw. Syst. Manag.
Lucas C. B. Guimarães, Rodrigo S. Couto
2024 J jnl
A survey of public datasets for O-RAN: fostering the development of machine learning models.
Ann. des Télécommunications
Rodrigo S. Couto, Pedro Cruz, Roberto Gonçalves Pacheco, Vivian Maria S. Souza, Miguel Elias M. Campista, Luís Henrique M. K. Costa
2024 — conf
Frame Similarity Assessment on the Edge for Improved Object Detection.
CloudNet
Hugo Antunes, Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa
2024 — conf
Intent-Based Management for Open RAN: Intelligent Network Configuration Automation via Chatbot.
CloudNet
João Vitor A. Garcês, Nicollas R. De Oliveira, João André C. Watanabe, Ricardo M. Tanaka, Daniel O. De Arruda, Breno T. Leite, Caio P. Galdino, Rodrigo S. Couto, Igor M. Moraes, Dianne S. V. Medeiros, Diogo M. F. Mattos
2024 B conf
On the Impact of the Traffic Pattern on Vehicular Federated Learning.
WiMob
Giuliano Fittipaldi, Rodrigo S. Couto, Luís Henrique M. K. Costa
2024 — conf
Reinforcement Learning for Radio Resource Management in O-RAN.
CloudNet
Caio P. Galdino, Rodrigo S. Couto, Dianne S. V. Medeiros, Igor M. Moraes, Diogo M. F. Mattos
2024 B conf
Using Early-Exit Deep Neural Networks to Accelerate Spectrum Classification in O-RAN.
WiMob
Roberto Gonçalves Pacheco, Rodrigo S. Couto, Sahar Hoteit
2023 J jnl
A Protection System Against HTTP Flood Attacks Using Software Defined Networking.
J. Netw. Syst. Manag.
Diego S. M. Gonçalves, Rodrigo S. Couto, Marcelo G. Rubinstein
2023 — conf
Federated Learning Applied to Arrhythmia Detection on Electrocardiograms.
VCC
Rodrigo S. Couto, Lucas C. Favaro
2023 J jnl
On the impact of deep neural network calibration on adaptive edge offloading for image classification.
J. Netw. Comput. Appl.
Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone
2023 — conf
Redes Neurais Profundas com Saídas Antecipadas para Imagens com Distorção em Ambientes de Nuvem.
SBRC
Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto
2023 — conf
Using Public Datasets to Train O-RAN Deep Learning Models.
6GNet
Rodrigo S. Couto, Pedro Cruz, Miguel Elias M. Campista, Luís Henrique M. K. Costa
2022 J jnl
A bi-objective optimization model for segment routing traffic engineering.
Ann. des Télécommunications
Antonio José Silvério, Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique M. K. Costa
2022 — conf
Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets.
LATINCOM
Mariana S. M. Barbosa, Roberto Gonçalves Pacheco, Rodrigo S. Couto, Dianne S. V. Medeiros, Miguel Elias M. Campista
2022 — conf
Improving Image-recognition Edge Caches with a Generative Adversarial Network.
ICC
Guilherme B. Souza, Roberto Gonçalves Pacheco, Rodrigo S. Couto
2022 J jnl
Improving Image-recognition Edge Caches with a Generative Adversarial Network.
CoRR
Guilherme B. Souza, Roberto Gonçalves Pacheco, Rodrigo S. Couto
2022 J jnl
Performance evaluation of an HTTP proxy implemented as a virtual network function.
Ann. des Télécommunications
Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein
2021 — conf
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks.
ICC
Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone
2021 — conf
Data imputation on IoT gateways using machine learning.
MedComNet
Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso
2021 B conf
Early-exit deep neural networks for distorted images: providing an efficient edge offloading.
GLOBECOM
Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto
2021 J jnl
Early-exit deep neural networks for distorted images: providing an efficient edge offloading.
CoRR
Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto
2021 — conf
FAS-Bus: Um Sistema de Análise da Frota de Ônibus Urbanos.
SBRC Companion
Fernando D. M. Silva, Matheus F. Tavares, Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa
2021 J jnl
Missing Data Imputation in Internet of Things Gateways.
Inf.
Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso
2021 J jnl
Towards Edge Computing Using Early-Exit Convolutional Neural Networks.
Inf.
Roberto Gonçalves Pacheco, Kaylani Bochie, Mateus da Silva Gilbert, Rodrigo S. Couto, Miguel Elias M. Campista
2021 — conf
Using Degree Centrality to Identify Market Manipulation on Bitcoin.
DPM/CBT@ESORICS
Daiane M. Pereira, Rodrigo S. Couto
2020 J jnl
A delay-aware coverage metric for bus-based sensor networks.
Comput. Commun.
Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim
2020 J jnl
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks.
CoRR
Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone
2020 C conf
Inference Time Optimization Using BranchyNet Partitioning.
ISCC
Roberto Gonçalves Pacheco, Rodrigo S. Couto
2020 J jnl
Inference Time Optimization Using BranchyNet Partitioning.
CoRR
Roberto Gonçalves Pacheco, Rodrigo S. Couto
2020 J jnl
Per-Vehicle Coverage in a Bus-Based General-Purpose Sensor Network.
IEEE Wirel. Commun. Lett.
Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim
2019 J jnl
An algorithm for sink positioning in bus-assisted smart city sensing.
Future Gener. Comput. Syst.
Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa
2018 — conf
Análise da Cobertura Espacial de uma Rede de Sensores Baseada em Ônibus Urbanos.
SBRC
Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa
2018 J jnl
Assessing the impacts of IPsec cryptographic algorithms on a virtual network embedding problem.
Comput. Electr. Eng.
Bernardo C. V. Camilo, Rodrigo S. Couto, Luís Henrique M. K. Costa
2018 — conf
Avaliação de Desempenho de um Proxy HTTP Implementado como Função Virtual de Rede.
SBRC
Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein
2018 J jnl
Building an IaaS cloud with droplets: a collaborative experience with OpenStack.
J. Netw. Comput. Appl.
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
2018 — conf
Minimização da Latência no Posicionamento de Funções em Cloud RANs.
SBRC
Jean Lucas de Lima, Rodrigo S. Couto
2018 — conf
Utilizando Redes Definidas por Software para Prover Justiça em Aplicações Interativas.
SBRC
Felipe A. F. da Silva, Rodrigo S. Couto, Marcelo G. Rubinstein
2017 — conf
Um Algoritmo de Posicionamento de Pontos de Coleta para uma Rede de Sensores Baseada em Ônibus Urbanos.
SBRC
Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa
2016 — conf
Analysis of Control Traffic in a Geo-Distributed Collaborative Cloud.
CloudNet
Tatiana Sciammarella, Rodrigo S. Couto, Marcelo G. Rubinstein, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2016 — conf
Performance evaluation of a virtualized HTTP proxy in KVM and Docker.
NOF
Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein
2015 J jnl
Server placement with shared backups for disaster-resilient clouds.
Comput. Networks
Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2014 — conf
Geo-Distributed Data Centers: Distance and Robustness Trade-Offs.
SBRC
Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2014 B conf
Latency versus survivability in geo-distributed data center design.
GLOBECOM
Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2014 J jnl
Network resource control for Xen-based virtualized software routers.
Comput. Networks
Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2012 B conf
A reliability analysis of datacenter topologies.
GLOBECOM
Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa
2011 C conf
An experimental analysis of routing inconsistency in indoor wireless mesh networks.
ISCC
Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos Muniz Bandeira Duarte
2011 — conf
VNEXT: Virtual network management for Xen-based Testbeds.
NOF
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
2011 J jnl
Virtual networks: isolation, performance, and trends.
Ann. des Télécommunications
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
2011 B conf
XTC: A Throughput Control Mechanism for Xen-Based Virtualized Software Routers.
GLOBECOM
Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa