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Rodrigo De Souza Couto
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- affiliation: Federal University of Rio de Janeiro, Brazil
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2020 – today
- 2025
- [j22]Haseena Rahmath P, Vishal Srivastava, Kuldeep Chaurasia, Roberto Gonçalves Pacheco, Rodrigo S. Couto:
Early-Exit Deep Neural Network - A Comprehensive Survey. ACM Comput. Surv. 57(3): 75:1-75:37 (2025) - 2024
- [j21]Rodrigo S. Couto, Pedro Cruz, Roberto Gonçalves Pacheco, Vivian Maria S. Souza, Miguel Elias M. Campista, Luís Henrique M. K. Costa:
A survey of public datasets for O-RAN: fostering the development of machine learning models. Ann. des Télécommunications 79(9-10): 649-662 (2024) - [j20]Lucas C. B. Guimarães, Rodrigo S. Couto:
A Performance Evaluation of Neural Networks for Botnet Detection in the Internet of Things. J. Netw. Syst. Manag. 32(4): 98 (2024) - [c33]Giuliano Fittipaldi, Rodrigo S. Couto, Luís Henrique M. K. Costa:
On the Impact of the Traffic Pattern on Vehicular Federated Learning. WiMob 2024: 365-370 - [c32]Roberto Gonçalves Pacheco, Rodrigo S. Couto, Sahar Hoteit:
Using Early-Exit Deep Neural Networks to Accelerate Spectrum Classification in O-RAN. WiMob 2024: 557-562 - 2023
- [j19]Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone:
On the impact of deep neural network calibration on adaptive edge offloading for image classification. J. Netw. Comput. Appl. 217: 103679 (2023) - [j18]Diego S. M. Gonçalves, Rodrigo S. Couto, Marcelo G. Rubinstein:
A Protection System Against HTTP Flood Attacks Using Software Defined Networking. J. Netw. Syst. Manag. 31(1): 16 (2023) - [c31]Rodrigo S. Couto, Pedro Cruz, Miguel Elias M. Campista, Luís Henrique M. K. Costa:
Using Public Datasets to Train O-RAN Deep Learning Models. 6GNet 2023: 1-8 - [c30]Roberto Gonçalves Pacheco, Mark Shifrin, Rodrigo De Souza Couto, Daniel S. Menasché, Manjesh K. Hanawal, Miguel Elias M. Campista:
AdaEE: Adaptive Early-Exit DNN Inference Through Multi-Armed Bandits. ICC 2023: 3726-3731 - [c29]Mateus da Silva Gilbert, Roberto Gonçalves Pacheco, Rodrigo De Souza Couto, Marcello L. R. de Campos, Miguel Elias M. Campista:
Unlocking Early-Exiting Semantic Segmentation with Branched Networks. LATINCOM 2023: 1-6 - [c28]Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto:
Redes Neurais Profundas com Saídas Antecipadas para Imagens com Distorção em Ambientes de Nuvem. SBRC 2023: 532-545 - [c27]Rodrigo S. Couto, Lucas C. Favaro:
Federated Learning Applied to Arrhythmia Detection on Electrocardiograms. VCC 2023: 305-310 - 2022
- [j17]Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein:
Performance evaluation of an HTTP proxy implemented as a virtual network function. Ann. des Télécommunications 77(9-10): 611-619 (2022) - [j16]Antonio José Silvério, Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique M. K. Costa:
A bi-objective optimization model for segment routing traffic engineering. Ann. des Télécommunications 77(11-12): 813-824 (2022) - [j15]Carlos Augusto Ribeiro Soares, Rodrigo De Souza Couto, Alexandre Sztajnberg, Jorge Luís Machado do Amaral:
POSIMNET-R: An immunologic resilient approach to position routers in Industrial Wireless Sensor Networks. Expert Syst. Appl. 188: 116045 (2022) - [c26]Guilherme B. Souza, Roberto Gonçalves Pacheco, Rodrigo S. Couto:
Improving Image-recognition Edge Caches with a Generative Adversarial Network. ICC 2022: 1918-1923 - [c25]Mariana S. M. Barbosa, Roberto Gonçalves Pacheco, Rodrigo S. Couto, Dianne S. V. Medeiros, Miguel Elias M. Campista:
Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets. LATINCOM 2022: 1-6 - [i7]Guilherme B. Souza, Roberto Gonçalves Pacheco, Rodrigo S. Couto:
Improving Image-recognition Edge Caches with a Generative Adversarial Network. CoRR abs/2202.05929 (2022) - 2021
- [j14]Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso:
Missing Data Imputation in Internet of Things Gateways. Inf. 12(10): 425 (2021) - [j13]Roberto Gonçalves Pacheco, Kaylani Bochie, Mateus da Silva Gilbert, Rodrigo S. Couto, Miguel Elias M. Campista:
Towards Edge Computing Using Early-Exit Convolutional Neural Networks. Inf. 12(10): 431 (2021) - [c24]Daiane M. Pereira, Rodrigo S. Couto:
Using Degree Centrality to Identify Market Manipulation on Bitcoin. DPM/CBT@ESORICS 2021: 208-223 - [c23]Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto:
Early-exit deep neural networks for distorted images: providing an efficient edge offloading. GLOBECOM 2021: 1-6 - [c22]Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone:
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks. ICC 2021: 1-6 - [c21]Cinthya de M. França, Rodrigo S. Couto, Pedro B. Velloso:
Data imputation on IoT gateways using machine learning. MedComNet 2021: 1-8 - [c20]Fernando D. M. Silva, Matheus F. Tavares, Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa:
FAS-Bus: Um Sistema de Análise da Frota de Ônibus Urbanos. SBRC Companion 2021: 1-8 - [c19]Pedro Henrique Cruz Caminha, Luís Henrique Maciel Kosmalski Costa, Rodrigo De Souza Couto:
A Bus-based Opportunistic Sensing Network. SBRC Companion 2021: 57-64 - [c18]Roberto Gonçalves Pacheco, Rodrigo De Souza Couto:
Particionamento de Redes Neurais Profundas com Saídas Antecipadas. SBRC Companion 2021: 169-176 - [i6]Roberto Gonçalves Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto:
Early-exit deep neural networks for distorted images: providing an efficient edge offloading. CoRR abs/2108.09343 (2021) - 2020
- [j12]Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim:
A delay-aware coverage metric for bus-based sensor networks. Comput. Commun. 156: 192-200 (2020) - [j11]Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa, Anne Fladenmuller, Marcelo Dias de Amorim:
Per-Vehicle Coverage in a Bus-Based General-Purpose Sensor Network. IEEE Wirel. Commun. Lett. 9(7): 1019-1022 (2020) - [c17]Roberto Gonçalves Pacheco, Rodrigo S. Couto:
Inference Time Optimization Using BranchyNet Partitioning. ISCC 2020: 1-6 - [c16]Roberto Gonçalves Pacheco, Rodrigo De Souza Couto:
Introduzindo a qualidade de imagem como uma nova condição de particionamento de DNN na borda. SBRC 2020: 43-56 - [i5]Roberto Gonçalves Pacheco, Rodrigo S. Couto:
Inference Time Optimization Using BranchyNet Partitioning. CoRR abs/2005.04099 (2020) - [i4]Roberto Gonçalves Pacheco, Rodrigo S. Couto, Osvaldo Simeone:
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks. CoRR abs/2010.16335 (2020)
2010 – 2019
- 2019
- [j10]Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa:
An algorithm for sink positioning in bus-assisted smart city sensing. Future Gener. Comput. Syst. 93: 761-769 (2019) - 2018
- [j9]Bernardo C. V. Camilo, Rodrigo S. Couto, Luís Henrique M. K. Costa:
Assessing the impacts of IPsec cryptographic algorithms on a virtual network embedding problem. Comput. Electr. Eng. 71: 752-767 (2018) - [j8]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:
SensingBus: Using Bus Lines and Fog Computing for Smart Sensing the City. IEEE Cloud Comput. 5(5): 58-69 (2018) - [j7]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:
Building an IaaS cloud with droplets: a collaborative experience with OpenStack. J. Netw. Comput. Appl. 117: 59-71 (2018) - [j6]Pedro Henrique Cruz Caminha, Rodrigo De Souza Couto, Luís Henrique Maciel Kosmalski Costa, Anne Fladenmuller, Marcelo Dias de Amorim:
On the Coverage of Bus-Based Mobile Sensing. Sensors 18(6): 1976 (2018) - [c15]Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein:
Avaliação de Desempenho de um Proxy HTTP Implementado como Função Virtual de Rede. SBRC 2018: 1-14 - [c14]Felipe A. F. da Silva, Rodrigo S. Couto, Marcelo G. Rubinstein:
Utilizando Redes Definidas por Software para Prover Justiça em Aplicações Interativas. SBRC 2018: 43-56 - [c13]Jean Lucas de Lima, Rodrigo S. Couto:
Minimização da Latência no Posicionamento de Funções em Cloud RANs. SBRC 2018: 57-70 - [c12]Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa:
Análise da Cobertura Espacial de uma Rede de Sensores Baseada em Ônibus Urbanos. SBRC 2018: 921-934 - [c11]Gabriel F. C. de Queiroz, Ana Elisa Ferreira, Fernando M. Ortiz, Rodrigo De Souza Couto, Luís Henrique M. K. Costa:
Posicionamento de Pontos de Acesso Sem-fio para Segurança de Visitantes em Parques Florestais. SBRC 2018: 949-962 - [c10]Fernando M. Ortiz, Pedro Cruz, Rodrigo De Souza Couto, Luís Henrique M. K. Costa:
Caracterização de uma Rede Sem-fio de Baixa Potência e Longo Alcance para Internet das Coisas. SBRC 2018: 1159-1172 - 2017
- [c9]Pedro Cruz, Rodrigo S. Couto, Luís Henrique M. K. Costa:
Um Algoritmo de Posicionamento de Pontos de Coleta para uma Rede de Sensores Baseada em Ônibus Urbanos. SBRC 2017 - 2016
- [j5]Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa:
Reliability and Survivability Analysis of Data Center Network Topologies. J. Netw. Syst. Manag. 24(2): 346-392 (2016) - [c8]Tatiana Sciammarella, Rodrigo S. Couto, Marcelo G. Rubinstein, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
Analysis of Control Traffic in a Geo-Distributed Collaborative Cloud. CloudNet 2016: 224-229 - [c7]Rodrigo S. V. Eiras, Rodrigo S. Couto, Marcelo G. Rubinstein:
Performance evaluation of a virtualized HTTP proxy in KVM and Docker. NOF 2016: 1-5 - 2015
- [j4]Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
Server placement with shared backups for disaster-resilient clouds. Comput. Networks 93: 423-434 (2015) - [i3]Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa:
Reliability and Survivability Analysis of Data Center Network Topologies. CoRR abs/1510.02735 (2015) - [i2]Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa:
Latency Versus Survivability in Geo-Distributed Data Center Design. CoRR abs/1510.04941 (2015) - [i1]Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa:
Server Placement with Shared Backups for Disaster-Resilient Clouds. CoRR abs/1510.05681 (2015) - 2014
- [j3]Rodrigo De Souza Couto, Stefano Secci, Miguel Elias Mitre Campista, Luís Henrique Maciel Kosmalski Costa:
Network design requirements for disaster resilience in IaaS clouds. IEEE Commun. Mag. 52(10): 52-58 (2014) - [j2]Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
Network resource control for Xen-based virtualized software routers. Comput. Networks 64: 71-88 (2014) - [c6]Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
Latency versus survivability in geo-distributed data center design. GLOBECOM 2014: 1102-1107 - [c5]Rodrigo S. Couto, Stefano Secci, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
Geo-Distributed Data Centers: Distance and Robustness Trade-Offs. SBRC 2014: 402-411 - 2012
- [c4]Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
A reliability analysis of datacenter topologies. GLOBECOM 2012: 1890-1895 - 2011
- [j1]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:
Virtual networks: isolation, performance, and trends. Ann. des Télécommunications 66(5-6): 339-355 (2011) - [c3]Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa:
XTC: A Throughput Control Mechanism for Xen-Based Virtualized Software Routers. GLOBECOM 2011: 1-6 - [c2]Rodrigo S. Couto, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos Muniz Bandeira Duarte:
An experimental analysis of routing inconsistency in indoor wireless mesh networks. ISCC 2011: 609-614 - [c1]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:
VNEXT: Virtual network management for Xen-based Testbeds. NOF 2011: 41-45
Coauthor Index
aka: Miguel Elias Mitre Campista
aka: Luís Henrique M. K. Costa
aka: Pedro Henrique Cruz Caminha
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