Banca de QUALIFICAÇÃO: JOSÉ LUCAS SANTOS RIBEIRO

Uma banca de QUALIFICAÇÃO de MESTRADO foi cadastrada pelo programa.
STUDENT : JOSÉ LUCAS SANTOS RIBEIRO
DATE: 30/01/2020
TIME: 14:00
LOCAL: B321 - IMD
TITLE:

Microservice Based Architecture for Data Classification

KEY WORDS:

Distributed Systems, Services, Microservices, Architecture, Docker, Machine Learning, Deep Learning, Transfer Learning

PAGES: 65
BIG AREA: Ciências Exatas e da Terra
AREA: Ciência da Computação
SUBÁREA: Metodologia e Técnicas da Computação
SPECIALTY: Engenharia de Software
SUMMARY:

Smart solutions for data classification data that make use of Deep Learning are in a moment of ascension. The area of data analysis is attracting more and more developers and researchers, but the solutions developed need to be in a scalable and modularized environment to be delivered to a large number of users. From this motivation, this work presents a generic architecture for data classification, named Machine Learning in Microservices Architecture (MLMA), that can be reproduced in a production environment. In addition, the use of the architecture is presented in a project that makes a multi-label classification of images to recommend tourist attractions and an architecture mapping in a text analysis project is introduced.

BANKING MEMBERS:
Presidente - 1678918 - NELIO ALESSANDRO AZEVEDO CACHO
Interno - 2316877 - EVERTON RANIELLY DE SOUSA CAVALCANTE
Externo ao Programa - 2510306 - FREDERICO ARAUJO DA SILVA LOPES