Computação |
Últimas Submissões
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Aplicação de comando e controle ciente do estado da rede através de suporte SDN
(2024) [Dissertação]As aplicações de Comando e Controle (C2) apresentam requisitos de desempenho especí- ficos que variam conforme a criticidade da situação. Em um contexto de operação militar, os parâmetros da rede estão em constante mudança ... -
Uncovering discrimination generated by different machine learning methods using data visualization
(2024) [Dissertação]Machine learning (ML) methods have become common in many applications that affect our daily lives. However, decisions based on their results are not always carefully monitored, creating various problems such as implicit ... -
Designing and implementing digital twins with cloud and edge computing: challenges and opportunities
(2024) [Dissertação]Digital twins are interconnected models of a physical and a virtual system that interact in real-time. The virtual component is software that mirrors the actions of the physical counterpart, identifies issues, and autonomously ... -
Design of a blockchain-based secure storage architecture for resource-constrained healthcare
(2024) [Dissertação]The Internet of Things (IoT) paradigm can improve a broad range of applications, such as medical sensors, smart cities, industrial monitoring, and so on. In healthcare specifically, these devices can aid in management tasks ... -
Uma reflexão em ciência de dados sobre o comportamento de compra e sistemas de recomendação explicáveis
(2024) [Dissertação]A análise de dados no E-commerce por meio de ciência de dados tem sido positiva para fornecer informações valiosas que podem gerar insights significativos para melhorar a estratégia de negócio. No entanto, é necessário ... -
Beyond accuracy : completeness and relevance metrics for evaluating long answers
(2024) [Tese]The development of Question Answering (QA) systems that provide long answers face significant challenges in assessing the quality of these answers. Developing metrics ca pable of evaluating specific criteria individually, ... -
PerfResolv : analisando o desempenho de resolvedores DNS públicos em relação à popularidade de domínios
(2024) [Dissertação]O Sistema de Nomes de Domínio (DNS, Domain Name System) representa um dos pilares da rede mundial de computares e desempenha um papel indispensável no seu funcionamento. DNS é um extenso banco de dados distribuído estruturado ... -
Optimizing for adaptive CNNs on FPGAs : a multi-level approach
(2024) [Tese]Deep Learning, and especially Deep Neural Networks (DNN), drives the Internet of Things (IoT) revolution. With intelligent components that can interact with other devices, applications ranging from smart cities to healthcare ... -
Detecting and classifying geometrically-complex CAD objects and determining their poses in unstructured point clouds
(2023) [Dissertação]Computer-aided design (CAD) systems are extremely important for the design and doc umentation of complex installations. The ability to (semi-)automatically obtain CAD models from physical installations has two important ... -
Evaluation of mapless navigation for unknown indoor environment exploration by single and multiple autonomous mobile robots using Deep Reinforcement Learning
(2022) [Dissertação]Efficient exploration of unknown environments is a fundamental requirement for modern autonomous mobile robot applications. The traditional exploration approach focuses on sensing the world to build a map and using the ...