Nelson L. S. da Fonseca

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 126

Top Venues

Publications

Jhon Jorge, Judy C. Guevara, Daniel L. Guidoni, Heitor S. Ramos, Leandro A. Villas, Nelson L. S. da Fonseca
Tremor Detection in Parkinson's Disease from Wearable Data: A Comparative Study of Centralized Learning versus Federated Learning. DCOSS-IoT (2024)
Silvana Trindade, Luiz F. Bittencourt, Nelson L. S. da Fonseca
Resource management at the network edge for federated learning. Digit. Commun. Networks 10 (3) (2024)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca
Location of fog nodes mounted on fixed-wing UAVs. Veh. Commun. 41 (2023)
Oscar J. Ciceri, Carlos A. Astudillo, Zuqing Zhu, Nelson L. S. da Fonseca
Federated Learning over Next-Generation Ethernet Passive Optical Networks. IEEE Netw. 37 (1) (2023)
Judy C. Guevara, Ricardo da Silva Torres, Luiz F. Bittencourt, Nelson L. S. da Fonseca
QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum. GLOBECOM (2022)
Armando Ordóñez, Oscar Maurício Caicedo Rendón, William Fernando Villota-Jacome, Angela Rodriguez-Vivas, Nelson L. S. da Fonseca
Model-Based Reinforcement Learning with Automated Planning for Network Management. Sensors 22 (16) (2022)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Backup, Routing, Modulation, Spectrum and Core Allocation in SDM-EON for Efficient Spectrum Utilization. LATINCOM (2022)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
Performance evaluation of multi-ONU customers in ethernet passive optical networks. Photonic Netw. Commun. 43 (1) (2022)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca
Design of fog computing infrastructures with rotary-wing UAVs. GLOBECOM (2022)
Ana Isabel Montoya-Munoz, Rodrigo A. C. da Silva, Oscar Maurício Caicedo Rendón, Nelson L. S. da Fonseca
Reliability provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud continuum. Comput. Electron. Agric. 200 (2022)
Maiara de Souza Coelho, Cesar A. V. Melo, Nelson L. S. da Fonseca
An encoding-aware bitrate adaptation mechanism for video streaming over HTTP. Multim. Tools Appl. 81 (19) (2022)
Daniela M. Casas-Velasco, Oscar Maurício Caicedo Rendón, Nelson L. S. da Fonseca
DRSIR: A Deep Reinforcement Learning Approach for Routing in Software-Defined Networking. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Silvana Trindade, Nelson L. S. da Fonseca
Batch Grooming in Elastic Optical Networks with Space-Division Multiplexing. GLOBECOM (2022)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
DBA algorithm for the support of multi-tiered bandwidth guarantee in Ethernet passive optical networks. Photonic Netw. Commun. 43 (1) (2022)
Daniela M. Casas-Velasco, Fabrizio Granelli, Nelson L. S. da Fonseca
Impact of Background Traffic on the BBR and CUBIC Variants of the TCP Protocol. IEEE Netw. Lett. 4 (3) (2022)
Meihan Wu, Nelson L. S. da Fonseca, Zuqing Zhu
Dynamic Cross-Layer Restoration to Resolve Packet Layer Outages in FlexE-Over-EONs. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Silvana Trindade, Nelson L. S. da Fonseca
Split-Demand and Multipath Routing in Space-Division Multiplexing Optical Networks. LATINCOM (2022)
Nelson L. S. da Fonseca, José Roberto B. da Marca, Stefano Bregni, Lisandro Z. Granville
IEEE GLOBECOM 2022 General Chair Welcome Message. GLOBECOM (2022)
J. Jorge, Pedro H. Barros, Roberto Sadao Yokoyama, Daniel L. Guidoni, Heitor S. Ramos, Nelson L. S. da Fonseca, Leandro A. Villas
Applying Federated Learning in the detection of Freezing of Gait in Parkinson's disease. UCC (2022)
Xuemin Sherman Shen, Ana García Armada, Nelson L. S. da Fonseca, Chengshan Xiao, Wei Zhang
To Better Serve and Grow the ComSoc Community. IEEE Commun. Mag. 60 (1) (2022)
Hernani D. Chantre, Nelson L. S. da Fonseca
Design of 5G MEC-Based Networks With 1: N: K Protection Scheme. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Fabrizio Granelli, Oscar M. Caicedo, Gustavo B. Figueiredo, Nelson L. S. da Fonseca
Special issue on selected papers from the IEEE Latin America on Communications (LATINCOM). Photonic Netw. Commun. 43 (1) (2022)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Resilient Routing and Resource Allocation in SDM-EON. LATINCOM (2022)
Xuemin Sherman Shen, Nelson L. S. da Fonseca
ComSoc Conferences. IEEE Commun. Mag. 60 (4) (2022)
Felipe Forero, Néstor M. Peña, Nelson L. S. da Fonseca
Distribution of multi-hop latency for probabilistic broadcasting protocols in grid-based Wireless Sensor Networks. Ad Hoc Networks 126 (2022)
William Fernando Villota-Jacome, Oscar Maurício Caicedo Rendón, Nelson L. S. da Fonseca
Admission Control for 5G Core Network Slicing Based on Deep Reinforcement Learning. IEEE Syst. J. 16 (3) (2022)
William Fernando Villota-Jacome, Oscar Mauricio Caicedo Rendón, Nelson L. S. da Fonseca
Admission Control and Resource Allocation in 5G Network Slicing. SBRC Companion (2021)
Daniel Guimaraes do Lago, Rodrigo Augusto Cardoso da Silva, Edmundo R. M. Madeira, Nelson L. S. da Fonseca, Deep Medhi
SinergyCloud: A simulator for evaluation of energy consumption in data centers and hybrid clouds. Simul. Model. Pract. Theory 110 (2021)
Oscar J. Ciceri, Carlos A. Astudillo, Zuqing Zhu, Nelson L. S. da Fonseca
Federated Learning over Next-Generation Ethernet Passive Optical Networks. CoRR (2021)
Lu Dong, Nelson L. S. da Fonseca, Zuqing Zhu
Application-Driven Provisioning of Service Function Chains Over Heterogeneous NFV Platforms. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Daniela M. Casas-Velasco, Oscar Maurício Caicedo Rendón, Nelson L. S. da Fonseca
Intelligent Routing Based on Reinforcement Learning for Software-Defined Networking. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Edson Rodrigues, Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Crosstalk and Fragmentation-aware Algorithm for Space-Division Multiplexing Elastic Optical Networks. LATINCOM (2021)
Carlos A. Astudillo, Ekram Hossain, Nelson L. S. da Fonseca
Random Access Based on Maximum Average Distance Code for Massive MTC in Cellular IoT Networks. IEEE Wirel. Commun. Lett. 10 (9) (2021)
Pedro M. Moura, Nelson L. S. da Fonseca
Multipath Routing in Elastic Optical Networks with Space-Division Multiplexing. IEEE Commun. Mag. 59 (10) (2021)
Judy C. Guevara, Nelson L. S. da Fonseca
Task scheduling in cloud-fog computing systems. Peer-to-Peer Netw. Appl. 14 (2) (2021)
Silvana Trindade, Nelson L. S. da Fonseca
Machine Learning for Spectrum Defragmentation in Space-Division Multiplexing Elastic Optical Networks. IEEE Netw. 35 (1) (2021)
Silvana Trindade, Ricardo da Silva Torres, Zuqing Zhu, Nelson L. S. da Fonseca
Cognitive Control-Loop for Elastic Optical Networks with Space-Division Multiplexing. Sensors 21 (23) (2021)
Silvana Trindade, Luiz F. Bittencourt, Nelson L. S. da Fonseca
Management of Resource at the Network Edge for Federated Learning. CoRR (2021)
Hui Liang, Nelson L. S. da Fonseca, Zuqing Zhu
On the Cross-Layer Network Planning for Flexible Ethernet Over Elastic Optical Networks. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Matheus Ferraroni Sanches, Maria Vitória R. Oliveira, Oscar J. Ciceri, Lucas Zanco Ladeira, Islene C. Garcia, Nelson L. S. da Fonseca, Leandro A. Villas
EFIS - Ecological Fuel-consumption Intelligent System. DCOSS (2021)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca, Raouf Boutaba
Evaluation of the Employment of UAVs as Fog Nodes. IEEE Wirel. Commun. 28 (5) (2021)
Rafael S. Lopes, Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Differentiated Resource Allocation in Resilient SDM-EON. LATINCOM (2021)
Carlos A. Astudillo, Ekram Hossain, Nelson L. S. da Fonseca
Random Access Based on Maximum Average Distance Code for Massive MTC in Cellular IoT Networks. CoRR (2021)
Oscar J. Ciceri, Carlos A. Astudillo, Gustavo B. Figueiredo, Zuqing Zhu, Nelson L. S. da Fonseca
Passive Optical Networking for 5G and Beyond 5G Low-Latency Mobile Fronthauling Services. CoRR (2021)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca
Location of Fog Nodes for Reduction of Energy Consumption of End-User Devices. IEEE Trans. Green Commun. Netw. 4 (2) (2020)
Yulle G. F. Borges, Rafael C. S. Schouery, Flávio Keidi Miyazawa, Fabrizio Granelli, Nelson L. S. da Fonseca, Lucas P. Melo
Smart energy pricing for demand-side management in renewable energy smart grids. Int. Trans. Oper. Res. 27 (6) (2020)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
DBA Algorithm for Cooperative Resource Sharing among EPON Customers. ICC (2020)
Silvana Trindade, Nelson L. S. da Fonseca
Core and Spectrum Allocation for Avoidance of Spectrum Fragmentation in EON-SDM. ICC (2020)
Judy C. Guevara, Ricardo da Silva Torres, Nelson L. S. da Fonseca
On the classification of fog computing applications: A machine learning perspective. J. Netw. Comput. Appl. 159 (2020)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Protection in elastic optical networks using Failure-Independent Path Protecting p-cycles. Opt. Switch. Netw. 35 (2020)
Felipe Estrada Solano, Oscar M. Caicedo, Nelson L. S. da Fonseca
NELLY: Flow Detection Using Incremental Learning at the Server Side of SDN-Based Data Centers. IEEE Trans. Ind. Informatics 16 (2) (2020)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
Performance Evaluation of Ethernet Passive Optical Networks with Multi-ONU Customers. LATINCOM (2020)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Multipath Routing, Spectrum and Core Allocation in Protected SDM Elastic Optical Networks. GLOBECOM (2019)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca
On the Location of Fog Nodes in Fog-Cloud Infrastructures. Sensors 19 (11) (2019)
Daniela M. Casas-Velasco, William Fernando Villota-Jacome, Nelson L. S. da Fonseca, Oscar Maurício Caicedo Rendón
Delay Estimation in Fogs Based on Software-Defined Networking. GLOBECOM (2019)
Felipe Amezquita-Suarez, Felipe Estrada Solano, Nelson L. S. da Fonseca, Oscar Maurício Caicedo Rendón
An Efficient Mice Flow Routing Algorithm for Data Centers Based on Software-Defined Networking. ICC (2019)
Thiago A. L. Genez, Luiz F. Bittencourt, Nelson L. S. da Fonseca, Edmundo R. M. Madeira
Estimation of the Available Bandwidth in Inter-Cloud Links for Task Scheduling in Hybrid Clouds. IEEE Trans. Cloud Comput. 7 (1) (2019)
Tiago P. C. de Andrade, Nelson L. S. da Fonseca
Efficient Downlink Control Resources Allocation Scheme for Machine-Type Communications in LTE-A Networks. LATINCOM (2019)
Francisco R. P. da Ponte, Rafael L. Gomes, Joaquim Celestino Jr., Walisson F. Pereira, Nelson L. S. da Fonseca
CASH: A Channel Assigner Algorithm for Heterogeneous Devices in Smart Homes. IM (2019)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Routing, spectrum and core assignment algorithms for protection of space division multiplexing elastic optical networks. J. Netw. Comput. Appl. 128 (2019)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
DBA Algorithm with Prioritized Services for 10G-EPON with Multi-ONU Customers. LATINCOM (2019)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Protection, Routing, Spectrum and Core Allocation in EONs-SDM for Efficient Spectrum Utilization. ICC (2019)
H. S. Fernando Pereira, Carlos A. Astudillo, Nelson L. S. da Fonseca
Transmission and Reception Alignment for User Equipment Energy Efficiency in LTE Networks. IEEE Netw. Lett. 1 (4) (2019)
Khaled Ben Letaief, Nelson L. S. da Fonseca
The President's Page. IEEE Commun. Mag. 57 (3) (2019)
Felipe Forero, Néstor M. Peña, Nelson L. S. da Fonseca
Geometric aspects of probabilistic broadcasting in ad hoc networks. Ad Hoc Networks 87 (2019)
Madson R. Araujo, Bruno Ramos e Silva, Juliana de Santi, Gustavo B. Figueiredo, Nelson L. S. da Fonseca
A Novel Prediction-Based DWBA Algorithm for NG-EPON Based C-RAN Fronthaul. ICC (2019)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
P-cycle Protected Multipath Routing, Spectrum and Core Allocation in SDM Elastic Optical Networks. ICC (2019)
Helder May Nunes da Silva Oliveira, Nelson L. S. da Fonseca
Proteção e roteamento multicaminho em redes ópticas elásticas com multiplexação por divisão espacial. SBRC (2019)
Luiz F. Bittencourt, Alfredo Goldman, Edmundo R. M. Madeira, Nelson L. S. da Fonseca, Rizos Sakellariou
Scheduling in distributed systems: A cloud computing perspective. CoRR (2019)
Felipe Forero, Néstor M. Peña, Nelson L. S. da Fonseca
Latency Reduction in Probabilistic Broadcast Protocols for Ad Hoc Networks. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Silvana Trindade, Nelson L. S. da Fonseca
Proactive Fragmentation-Aware Routing, Modulation Format, Core, and Spectrum Allocation in EON-SDM. ICC (2019)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Proteção em Redes Ópticas Elásticas com Multiplexação Espacial. SBRC Companion (2019)
Carlos A. Astudillo, H. S. Fernando Pereira, Nelson L. S. da Fonseca
Probabilistic Retransmissions for the Random Access Procedure in Cellular IoT Networks. ICC (2019)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Proteção de Redes Ópticas Elásticas com Multiplexação Espacial Baseada em Agregação de Tráfego, Sobreposição de Espectro e Compartilhamento de Caminho de Backup. SBRC (2018)
Carlos A. Astudillo, Tiago P. C. de Andrade, Eduardo S. Gama, Luiz F. Bittencourt, Leandro A. Villas, Edmundo R. M. Madeira, Nelson L. S. da Fonseca
Internet of Things for Environmental Monitoring Based on Radio Over Fiber. RTSI (2018)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Protection, Routing, Modulation, Core, and Spectrum Allocation in SDM Elastic Optical Networks. IEEE Commun. Lett. 22 (9) (2018)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Spectrum Overlap and Traffic Grooming in P-Cycle Algorithm Protected SDM Optical Networks. ICC (2018)
Hernani D. Chantre, Nelson L. S. da Fonseca
Reliable Broadcasting in 5G NFV-Based Networks. IEEE Commun. Mag. 56 (3) (2018)
Francisco R. P. da Ponte, Kilvia L. A. de Almeida, Rafael L. Gomes, Joaquim Celestino Jr., Walisson F. Pereira, Nelson L. S. da Fonseca
Wireless Channel Assignment in Smart Home. ISCC (2018)
Hernani D. Chantre, Nelson L. S. da Fonseca
Multi-Objective Optimization for Edge Device Placement and Reliable Broadcasting in 5G NFV-Based Small Cell Networks. IEEE J. Sel. Areas Commun. 36 (10) (2018)
Luiz F. Bittencourt, Alfredo Goldman, Edmundo R. M. Madeira, Nelson L. S. da Fonseca, Rizos Sakellariou
Scheduling in distributed systems: A cloud computing perspective. Comput. Sci. Rev. 30 (2018)
Tiago P. C. de Andrade, Nelson L. S. da Fonseca, Leandro A. Villas, Omar Carvalho Branquinho
Protocols for Wireless Sensors Networks Connected by Radio-Over-Fiber Links. IEEE Syst. J. 12 (1) (2018)
Pedro M. Moura, Nelson L. S. da Fonseca
Routing, Core, Modulation Level, and Spectrum Assignment Based on Image Processing Algorithms. JOCN 10 (12) (2018)
Thiago Crepaldi, Nelson L. S. da Fonseca, Eduardo C. Xavier
Selection of Servers for Video on Demand Service over Hybrid Cloud. ICC (2018)
H. S. Fernando Pereira, Carlos A. Astudillo, Nelson L. S. da Fonseca
Energy-Efficient Fragmentation-Avoidance Uplink Packet Scheduler for SC-FDMA-Based Systems. ISCC (2018)
Khaled Ben Letaief, Nelson L. S. da Fonseca
ComSoc's Technical and Educational Activities. IEEE Commun. Mag. 56 (4) (2018)
Paulo Marques, Alexandre Pereira do Carmo, Valerio Frascolla, Carlos F. M. Silva, Emanuel D. R. Sena, Raphael Braga, Joao F. N. Pinheiro, Carlos A. Astudillo, Tiago P. C. de Andrade, Eduardo S. Gama, Luiz F. Bittencourt, Leandro A. Villas, Edmundo R. M. Madeira, Nelson L. S. da Fonseca, Cristiano Both, Gabriel Lando, Matias Artur Klafke Schimuneck, Juliano Araujo Wickboldt, Ana P. V. Trevisan, Rafael de Jesus Martins, Raquel Frizera Vassallo, Felippe Mendonça de Queiroz, Rodolfo Picoreti, Roberta L. Gomes, Cristina K. Dominicini, Victor M. Garcia Martinez, Rafael S. Guimaraes, Rodolfo da Silva Villaça, Magnos Martinello, Moisés R. N. Ribeiro, Daniel F. Macedo, Vinicius F. e Silva, Julio C. T. Guimaraes, Carlos Colman Meixner, Reza Nejabati, Dimitra Simeonidou, Yi Zhang, Frank Slyne, Pedro Alvarez, Diarmuid Collins, Marco Ruffini, Luiz A. DaSilva, Johann M. Márquez-Barja
Optical and wireless network convergence in 5G systems - an experimental approach. CAMAD (2018)
Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou, Nelson L. S. da Fonseca, Edmundo R. M. Madeira, Marília Curado, Leandro Villas, Luiz A. DaSilva, Craig Lee, Omer F. Rana
The Internet of Things, Fog and Cloud continuum: Integration and challenges. Internet Things (2018)
H. S. Fernando Pereira, Carlos A. Astudillo, Tiago P. C. de Andrade, Nelson L. S. da Fonseca
PRACH Power Control Mechanism for Improving Random-Access Energy Efficiency in Long Term Evolution. LATINCOM (2018)
Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca
Dynamic Bandwidth Allocation with Multi-ONU Customer Support for Ethernet Passive Optical Networks. ISCC (2018)
Rodrigo A. C. da Silva, Nelson L. S. da Fonseca
Resource Allocation Mechanism for a Fog-Cloud Infrastructure. ICC (2018)
Tiago P. C. de Andrade, Luiz R. Sekijima, Nelson L. S. da Fonseca
A Cluster-Based Random-Access Scheme for LTE/LTE-A Networks Supporting Massive Machine-Type Communications. ICC (2018)
Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou, Nelson L. S. da Fonseca, Edmundo R. M. Madeira, Marília Curado, Leandro Villas, Luiz da Silva, Craig Lee, Omer F. Rana
The Internet of Things, Fog and Cloud Continuum: Integration and Challenges. CoRR (2018)
Judy C. Guevara, Luiz F. Bittencourt, Nelson L. S. da Fonseca
Class of service in fog computing. LATINCOM (2017)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Proteção de Redes Ópticas Elá sticas com Multiplexação Espacial Baseada em Modulação, p-Cycle FIPP e Interferência Mínima. SBRC (2017)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Sharing spectrum and straddling p-cycle FIPP for protection against two simultaneous failures in SDM elastic optical networks. LATINCOM (2017)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Routing, Spectrum, Core and Modulation Level Assignment Algorithm for Protected SDM Optical Networks. GLOBECOM (2017)
Carlos A. Astudillo, Tiago P. C. de Andrade, Nelson L. S. da Fonseca
Allocation of control resources with preamble priority awareness for human and machine type communications in LTE-Advanced networks. ICC (2017)
Hernani D. Chantre, Nelson L. S. da Fonseca
Redundant placement of virtualized network functions for LTE evolved Multimedia Broadcast Multicast Services. ICC (2017)
Helder M. N. S. Oliveira, Nelson L. S. da Fonseca
Algorithm for shared path for protection of space division multiplexing elastic optical networks. ICC (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nelson L. S. da Fonseca