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MLFV: uma abordagem consciente do estado da rede para orquestração de cadeias de funções de aprendizado de máquina
(Universidade Federal de Santa Maria, 2019-08-21)
Machine Learning as a Service (MLaaS) platforms are allowing the application of Machine
Learning (ML) techniques from anywhere, and at any time. These platforms, in general, are
hosted in the cloud and have a scalable ...
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 ...
Combinação de imagens multi-espectrais e modelo de balanço hídrico para predição de rendimentos da soja no Sul do Brasil
(Universidade Federal de Santa Maria, 2019-03-29)
Climatic changes in the last years project a future where water resources become more
and more scarce. For that reason, it will affect considerably the world food production. A
persistent challenge for agriculture is to ...
Análise de agrupamentos a partir de parâmetros morfométricos para identificar classes morfológicas de galáxias
(Universidade Federal de Santa Maria, 2019-07-10)
To understand galaxies processes of formation and evolution, it is essential to identify properties
that allow their classification. It is common to perform this type of classification through
visual and individual ...