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Identificação de comportamentos em dispositivos IOT utilizando Machine Learning
(Universidade Federal de Santa Maria, 2019-12-12)
With the advent of the Internet of Things (IoT), new challenges have emerged in the
area of network security and device identification. As new devices are introduced into IoT
ecosystems, better control of network security ...
Uma abordagem para orquestração de funções de aprendizado de máquina virtualizadas em containers
(Universidade Federal de Santa Maria, 2019-12-02)
Machine learning is one of the fastest growing areas in computing, one of the factors behind
this growth is that smart application utilization is becoming increasingly common today.
Along with the increased computing ...
Desenvolvimento de um sistema de classificação de tráfego de rede em planos de dados programáveis com base na linguagem P4
(Universidade Federal de Santa Maria, 2019-12-06)
This work proposes the development of a system that allows the classification of network traffic
in programmable data plans. The system aims to categorize the flows of applications that
constitute the traffic, based on ...
Utilização de aprendizado profundo para detecção de anomalias em redes de computadores
(Universidade Federal de Santa Maria, 2019-12-04)
The idea of an intelligent and independent learning machine has fascinated humans for
decades, today several factors have come together to make machine learning a reality. In
this context of artificial intelligence, deep ...
Previsão de evasão em cursos de ensino superior através de aprendizado de máquina associado à análise de disciplinas aprovadas
(Universidade Federal de Santa Maria, 2017-12-14)
The scholar dropout on higher education context reaches dangerous levels. As studies
DAVOK; BERNARD (2016), about 50% of exact science students don’t finish their respective
courses. To help finding a useful solution, ...
Classificação multirrótulo aplicada a dados musicais
(Universidade Federal de Santa Maria, 2014-01-20)