Diego Leonel Cadette Dutra

Orcid: 0000-0003-4262-7242

According to our database1, Diego Leonel Cadette Dutra authored at least 35 papers between 2013 and 2024.

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Bibliography

2024
A Hybrid Framework for Maritime Surveillance: Detecting Illegal Activities through Vessel Behaviors and Expert Rules Fusion.
Sensors, September, 2024

LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA.
Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Ensemble Learning Approaches for Detecting Fishing Activity in Maritime Surveillance: A Performance Evaluation.
Proceedings of the 27th International Conference on Information Fusion, 2024

2023
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks.
ACM Trans. Archit. Code Optim., December, 2023

A conditional branch predictor based on weightless neural networks.
Neurocomputing, October, 2023

Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies.
Proceedings of the IEEE International Conference on Rebooting Computing, 2023

An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection.
Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

COIN: Combinational Intelligent Networks.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

Lotka-Volterra Applied to Misinformation Extinction in Opportunistic Networks.
Proceedings of the Advanced Information Networking and Applications, 2023

2022
Toward Enabling Network Slice Mobility to Support 6G System.
IEEE Trans. Wirel. Commun., 2022

AI-Based Network-Aware Service Function Chain Migration in 5G and Beyond Networks.
IEEE Trans. Netw. Serv. Manag., 2022

Machine learning based fast self optimized and life cycle management network.
Comput. Networks, 2022

A New Interest-Based Protocol to Hide and Protect Servers in IP Networks.
Proceedings of the International Conference on Information Networking, 2022

A WiSARD-based conditional branch predictor.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022


Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks.
Proceedings of the 33rd IEEE International Conference on Application-specific Systems, 2022

Weightless Neural Networks for Efficient Edge Inference.
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021
Toward Using Reinforcement Learning for Trigger Selection in Network Slice Mobility.
IEEE J. Sel. Areas Commun., 2021

Self-optimized network: When Machine Learning Meets Optimization.
Proceedings of the IEEE Global Communications Conference, 2021

2020
On SDN-Driven Network Optimization and QoS Aware Routing Using Multiple Paths.
IEEE Trans. Wirel. Commun., 2020

Optimization Model for Cross-Domain Network Slices in 5G Networks.
IEEE Trans. Mob. Comput., 2020

Network Slice Mobility in Next Generation Mobile Systems: Challenges and Potential Solutions.
IEEE Netw., 2020

Fast Service Migration in 5G Trends and Scenarios.
IEEE Netw., 2020

Fluid computing: interest-based communication in dataflow/multiset rewriting computing.
Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020

2019
Towards Studying Service Function Chain Migration Patterns in 5G Networks and Beyond.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Virtual security as a service for 5G verticals.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Towards Modeling Cross-Domain Network Slices for 5G.
Proceedings of the IEEE Global Communications Conference, 2018

MIRA!: An SDN-Based Framework for Cross-Domain Fast Migration of Ultra-Low Latency 5G Services.
Proceedings of the IEEE Global Communications Conference, 2018

Benchmarking the ONOS Intent Interfaces to Ease 5G Service Management.
Proceedings of the IEEE Global Communications Conference, 2018

Towards a Fast Service Migration in 5G.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

2017
An efficient virtual system clock for the wireless raspberry pi computer platform.
Concurr. Comput. Pract. Exp., 2017

Ensuring End-to-End QoS Based on Multi-Paths Routing Using SDN Technology.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2015
RadFlow: An Interest-Centric Task Based Dataflow Runtime.
Proceedings of the 2015 International Symposium on Computer Architecture and High Performance Computing Workshops, 2015

2013
Attaining Strictly Increasing and Precise Time Count in Energy-Efficient Computer Systems.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013


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