This is a list of my international publications, sorted by publication year, classified as "International Conferences" and "Journals and Magazines". To see the list of papers in Portuguese (e.g., those published in SBRC) or other types of publication, please visit my Lattes Curriculum (in Portuguese) or the publication page of GTA.
FITTIPALDI, G., COUTO, R. S., COSTA, L. H. M. K - "On the Impact of the Traffic Pattern on Vehicular Federated Learning", in 20th International Conference on Wireless and Mobile Computing, Networking and Communications (Wimob), Paris, 2024.
PACHECO, R. G, COUTO, R. S., HOTEIT, S. - "Using Early-Exit Deep Neural Networks to Accelerate Spectrum Classification in O-RAN", in 20th International Conference on Wireless and Mobile Computing, Networking and Communications (Wimob), Paris, 2024. [link]
FAVARO, L. C. and COUTO, R. S. - "Federated Learning Applied to Arrhythmia Detection on Electrocardiograms", in IEEE Virtual Conference on Communications - IEEE VCC 2023, Virtual, 2023. [DOI]
GILBERT, M. S., PACHECO, R. G.,COUTO, R. S., DE CAMPOS, M. L. R., CAMPISTA, M. E. M. - "Unlocking Early-Exiting Semantic Segmentation with Branched Networks", in IEEE Latin-American Conference on Communications - IEEE LATINCOM 2023, Panama City, Panama, 2023. [DOI]
COUTO, R. S., CRUZ, P., CAMPISTA, M. E. M., COSTA, L. H. M. K. - "Using Public Datasets to Train O-RAN Deep Learning Models", in 2nd International Conference on 6G Networking - 6GNet 2023, Paris, France, 2023. [DOI]
PACHECO, R. G., SHIFRIN, M., COUTO, R. S., MENASCHE, D. S., HANAWAL, M. K, CAMPISTA, M. E. M. - "AdaEE: Adaptive Early-Exit DNN Inference Through Multi-Armed Bandits", in IEEE International Conference on Communications - IEEE ICC 2023, Rome, Italy, 2023. [DOI]
BARBOSA, M. S. M. ; PACHECO, R. G. ; COUTO, R. S. ; MEDEIROS, D. S. V. ; CAMPISTA, M. E. M. - "Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets", in IEEE Latin-American Conference on Communications - IEEE LATINCOM 2022, Rio de Janeiro, Brazil, 2022. [DOI]
SOUZA, G. B. ; PACHECO, R. G. ; COUTO, R. S. - "Improving Image-recognition Edge Caches with a Generative Adversarial Network", in IEEE International Conference on Communications - IEEE ICC 2022, Seoul, South Korea, 2022. [DOI]
PACHECO, R. G. ; OLIVEIRA, F. D. V. R.; COUTO, R. S.; - "Early-exit deep neural networks for distorted images: providing an efficient edge offloading", in IEEE Global Communications Conference - IEEE GLOBECOM 2021, Madrid (hybrid), Spain, 2021. [DOI]
PEREIRA, D. M. ; COUTO, R. S. - "Using Degree Centrality to Identify Market Manipulation on Bitcoin", in 5th International Workshop on Cryptocurrencies and Blockchain Technology (CBT), Darmstadt (virtual), Germany, 2021. [ DOI ]
FRANÇA, C. M. ; COUTO, R. S. ; VELLOSO, P. B. - "Data imputation on IoT gateways using machine learning", in 19th Mediterranean Communication and Computer Networking Conference - MedComNet 2021, Virtual, 2021. [ DOI ]
PACHECO, R. G. ; COUTO, R. S. ; SIMEONE, O. - "Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks", in IEEE International Conference on Communications - IEEE ICC 2021, Montreal(virtual), Canada, 2021. [ DOI ]
PACHECO, R. G. ; COUTO, R. S. - "Inference Time Optimization Using BranchyNet Partitioning",
in 25th IEEE Symposium on Computers and Communications - IEEE ISCC 2020, Rennes (virtual), France, 2020. [ DOI ]
SCIAMMARELLA, T. ; COUTO, R. S. ; RUBINSTEIN, M. G. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Analysis of Control Traffic in a Geo-Distributed Collaborative Cloud",
in 5th IEEE International Conference on Cloud Networking - IEEE Cloudnet 2016, Pisa, Italy, 2016. [ DOI ]
EIRAS, R. S. V. ; COUTO, R. S. ; RUBINSTEIN, M. G. - "Performance evaluation of a virtualized HTTP proxy in KVM and Docker",
in 7th International Conference on the Network of the Future - NoF'2016, Búzios, Brazil, 2016. [ DOI ]
COUTO, R. S.; SECCI, S. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Latency Versus Survivability in Geo-Distributed Data Center Design",
in IEEE Global Communications Conference - IEEE GLOBECOM 2014, Austin, USA, 2014. [ DOI ]
COUTO, R. S.; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "A Reliability Analysis of Datacenter Topologies",
in IEEE Global Communications Conference - IEEE GLOBECOM 2012, Anaheim, USA, 2012. [ DOI ]
COUTO, R. S.; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "XTC: A Throughput Control Mechanism for Xen-based Virtualized Software Routers",
in IEEE Global Communications Conference - IEEE GLOBECOM 2011, Houston, USA, 2011. [ DOI ]
COUTO, R. S.; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. ; DUARTE, O. C. M. B. -"An Experimental Analysis of Routing Inconsistency in Indoor Wireless Mesh Networks",
in IEEE Symposium on Computers and Communications - IEEE ISCC 2011, pp. 609-614, Corfu, Greece, 2011. [ DOI ]
PISA, P. S.; COUTO, R. S.; CARVALHO, H. E. T.; NETO, D. J. S.; FERNANDES, N. C.; CAMPISTA, M. E. M.; COSTA, L. H. M. K.; DUARTE, O. C. M. B.; PUJOLLE, G. - "VNEXT: Virtual NEtwork management for Xen-based Testbeds'', in 2nd International Conference on the Network of the Future - NoF'2011, Paris, France, 2011. [ DOI ]
PACHECO, ROBERTO G. ; BAJPAI, DIVYA J. ; SHIFRIN, MARK ; COUTO, RODRIGO S. ; MENASCHÉ, DANIEL S. ; HANAWAL, MANJESH K. ; CAMPISTA, MIGUEL ELIAS M. - "UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks", in IEEE Transactions on Network and Service Management, 2024. [DOI]
RAHMATH P, HASEENA ; SRIVASTAVA, VISHAL ; CHAURASIA, KULDEEP ; PACHECO, ROBERTO G. ; COUTO, RODRIGO S. - Early-Exit Deep Neural Network - A Comprehensive Survey, in ACM Computing Surveys, 2024. [DOI}
GUIMARÃES, LUCAS C. B. ; COUTO, RODRIGO S. A Performance Evaluation of Neural Networks for Botnet Detection in the Internet of Things." in Journal of Network and Systems Management, 2024. [DOI]
PACHECO, R. G. ; OLIVEIRA, F. D. V. R.; COUTO, R. S.; - "Early exit deep neural networks for distorted images on edge environments", in ITU Journal on Future and Evolving Technologies, vol. 5, n. 3, pp. 344-355, 2024. [ DOI]
COUTO, R. S. ; CRUZ, P. ; PACHECO, R. G. ; SOUZA, V. M. S. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "A survey of public datasets for O-RAN: fostering the development of machine learning models", in Annals of Telecommunications, pp. 1-14, 2024. [ DOI ]
PACHECO, R. G. ; COUTO, R. S. ; SIMEONE, O. - "On the impact of deep neural network calibration on adaptive edge offloading for image classification", in Journal of Network and Computer Applications, 2023. [ DOI ]
GONÇALVES, D. S.M.; COUTO, R. S. ; RUBINSTEIN, M. G. - "A Protection System Against HTTP Flood Attacks Using Software Defined Networking", in Journal of Network and Systems Management, vol. 31, n.16, pp. 1-23, 2023. [ DOI ]
SILVERIO, A. J.; COUTO, R. S.; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "A bi-objective optimization model for segment routing traffic engineering", in Annals of Telecommunications, pp. 1-12, 2022. [ DOI ]
SOARES, C. A. R. ; COUTO, R. S. ; SZTAJNBERG, A. ; AMARAL, J. L. M. - "POSIMNET-R: An immunologic resilient approach to position routers in Industrial Wireless Sensor Networks", in Expert Systems with Applications, v. 188, p. 116045, 2022. [ DOI ]
EIRAS, R. S. V. ; COUTO, R. S. ; RUBINSTEIN, M. G. - "Performance Evaluation of an HTTP Proxy Implemented as a Virtual Network Function", in Annals of Telecommunications, pp. 1-9, 2021. [ DOI ]
FRANÇA, C. M. ; COUTO, R. S. ; VELLOSO, P. B. - "Missing Data Imputation in Internet of Things Gateways", in Information, v. 12, p. 425, 2021. [ DOI ]
PACHECO, R. G. ; BOCHIE, K. ; GILBERT, M. S. ; COUTO, R. S. ; CAMPISTA, M. E. M. - "Towards Edge Computing Using Early-Exit Convolutional Neural Networks", in Information, v. 12, p. 431, 2021. [ DOI ]
CRUZ, P. ; COUTO, R. S. ; COSTA, L. H. M. K.; FLADENMULLER, A. ; AMORIM, M. D. - "A delay-aware coverage metric for bus-based sensor networks" in Computer Communications, vol. 156, pp. 192-200, 2020. [ DOI ]
CRUZ, P. ; COUTO, R. S. ; COSTA, L. H. M. K.; FLADENMULLER, A. ; AMORIM, M. D. - "Per-Vehicle Coverage in a Bus-Based General-Purpose Sensor Network" in IEEE Wireless Communications Letters, 2020. [ DOI ]
CRUZ, P. ; COUTO, R. S. ; COSTA, L. H. M. K.; FLADENMULLER, A. ; AMORIM, M. D. - "On the Coverage of Bus-Based Mobile Sensing" in Sensors, 2018. [ DOI ]
CRUZ, P. ; SILVA, F. F. ; PACHECO, R. G. ; COUTO, R. S. ; VELLOSO, P. B. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "SensingBus: Using Bus Lines and Fog Computing for Smart Sensing the City" in IEEE Cloud Computing, 2018. [ DOI ]
COUTO, R. S.; SADOK, H. ; CRUZ, P. ; SILVA, F. A. F. ; SCIAMMARELLA, T. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. ; VELLOSO, P. B. ; RUBINSTEIN, M. G. - "Building an IaaS cloud with droplets: a collaborative experience with OpenStack"
in Journal of Network and Computer Applications, vol. 117, pp. 59-71, 2018. [ DOI ]
CAMILO, B. C. V. ; COUTO, R. S. ; COSTA, L. H. M. K. - "Assessing the Impacts of IPsec Cryptographic Algorithms on a Virtual Network Embedding Problem" in Computers & Electrical Engineering, 2017. [ DOI ]
CRUZ, P. ; COUTO, R. S. ; COSTA, L. H. M. K. - "An Algorithm for Sink Positioning in Bus-assisted Smart City Sensing"
in Future Generation Computer Systems, 2017. [ DOI ]
COUTO, R. S.; SECCI, S. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Reliability and Survivability Analysis of Data Center Network Topologies"
in Journal of Network and Systems Management, vol. 53, pp. 346-392, 2016. [ DOI ]
COUTO, R. S.; SECCI, S. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Server Placement with Shared Backups for Disaster-Resilient Clouds"
in Computer Networks, vol. 93, pp. 423-434, 2015. [ DOI ]
COUTO, R. S.; SECCI, S. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Network Design Requirements for Disaster Resilience in IaaS Clouds",
in IEEE Communications Magazine, vol. 53, n. 10, pp. 52-58, 2014. [ DOI ]
COUTO, R. S.; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. - "Network Resource Control for Xen-based Virtualized Software Routers", in Computer Networks, vol. 64, pp. 71-88, 2014. [ DOI ]
FERNANDES, N. C. ; Moreira, M. D. D. ; MORAES, I. M. ; FERRAZ, L. H. G. ; COUTO, R. S. ; CARVALHO, H. E. T. ; CAMPISTA, M. E. M. ; COSTA, L. H. M. K. ; DUARTE, O. C. M. B. - "Virtual Networks: Isolation, Performance, and Trends", in Annals of Telecommunications, vol. 66, n. 5-6, pp. 339-355, 2011. [ DOI ]