publicações selecionadas
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artigo académico
- Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. Revista de Informática Teórica e Aplicada. 2025
- An intelligent native network slicing security architecture empowered by federated learning. Future Generation Computer Systems. 2025
- Unleashing AI-Empowered Slices on Mobile Networks for Natively Cognitive Service Delivery. IEEE Access. 2025
- Disruptive 6G architecture: Software-centric, AI-driven, and digital market-based mobile networks. Computer Networks. 2024
- Brazilian Selic Rate Forecasting with Deep Neural Networks. Computational Economics. 2024
- An intelligent network monitoring approach for online classification of Darknet traffic. Computers & Electrical Engineering. 2023
- A Detailed Relevance Analysis of Enabling Technologies for 6G Architectures. IEEE Access. 2023
- NASOR: A network slicing approach for multiple Autonomous Systems. Computer Communications. 2021
- A smart network and compute-aware Orchestrator to enhance QoS on cloud-based multimedia services. International Journal of Grid and Utility Computing. 2019
- 5GinFIRE: An end-to-end open5G vertical network function ecosystem. Ad Hoc Networks. 2019
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artigo de conferência
- Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods 2025
- ARCADE: A RAN Diagnosis Methodology in a Hybrid AI Environment for 6G Networks 2025
- Optimizing Edge Gaming Slices through an Enhanced User Plane Function and Analytics in Beyond-5G Networks 2025
- Performance Evaluation and Threat Mitigation in Large-scale 5G Core Deployment 2025
- Estimating Application Performance in Container-Based Environments: A Cross-Domain Monitoring Approach 2025
- Anomaly Detection Employing a 5G Core Data Analytics Framework 2024
- Resource Allocation Influence on Application Performance in Sliced Testbeds 2024
- Evolved NWDAF Towards a Fully Distributed Artificial Intelligence in the 6G Network Architecture 2024
- Towards Cognitive Service Delivery on B5G through AIaaS Architecture 2024
- Highly Reliable Communication Using Multipath Slices with Alternating Transmission 2024
- Intelligent Data-Driven Architectural Features Orchestration for Network Slicing 2024
- A Comparative Analysis of Machine Learning Techniques for Enhanced Resource Management in Multi-Access Edge Computing 2023
- Designing and Evaluating a high-reliable and security-aware Identity and Access Management for Slicing Architectures 2023
- 6G Architecture Design: Evolution or Disruption? 2022
- Uma Arquitetura para Gerenciamento e Pesquisa Experimental de Funções Virtualizadas para Computação em Borda 2021
- Enhancing dynamism in management and network slice establishment through deep learning 2021
- Towards 6G Network Slicing 2021
- Packet Vision: a convolutional neural network approach for network traffic classification 2020
- Improving the network traffic classification using the Packet Vision approach 2020
- Enabling the Management and Orchestration of Virtual Networking Functions on the Edge 2020
- A Flexible Network and Compute-Aware Orchestrator to Enhance QoS in NFV-Based Multimedia Services 2018
- Improving Security on IoT Applications Based on the FIWARE Platform 2018