Banca de QUALIFICAÇÃO: KANAN CASTRO SILVA

Uma banca de QUALIFICAÇÃO de MESTRADO foi cadastrada pelo programa.
DISCENTE : KANAN CASTRO SILVA
DATA : 06/09/2022
HORA: 09:00
LOCAL: https://conferenciaweb.rnp.br/events/kanan-castro
TÍTULO:

A Deep Learning-Based Approach to Support a Bottom-Up Design of Simple Emergent Behaviors in Systems-of-Systems

PÁGINAS: 58
GRANDE ÁREA: Ciências Exatas e da Terra
ÁREA: Ciência da Computação
SUBÁREA: Metodologia e Técnicas da Computação
ESPECIALIDADE: Engenharia de Software
RESUMO:

Systems-of-Systems (SoS) are composed of independent systems called constituents that, together, achieve a set of goals by means of emergent behaviors. Those behaviors can be deliberately planned as a combination of the individual functionalities (herein named as features) provided by the constituents. Currently, SoS stakeholders heavily rely on the creativity of engineers to combine the features and draw the behaviors. The limitation of human perception in complex scenarios can lead to engineering sub-optimized SoS arrangements, offering global behaviors that are limited to the engineer's abilities and prior experience, potentially causing waste of the resources, sub-optimal services and reducing quality. In that sense, the main contribution of this paper is introducing a deep learning-based mechanism for inferring/suggesting emergent behaviors that could be designed over a given set of constituents. An initial dataset was elaborated from a systematic mapping to feed the mechanism. We expect that our mechanism can extrapolate the human capabilities and glimpse global behaviors, hopefully revealing unpredicted behaviors that could be offered by the SoS and supporting engineers to architect SoS with (i) more diversified behaviors and (ii) enhanced SoS overall quality.

MEMBROS DA BANCA:
Presidente - Interno ao Programa - 3007914 - FLAVIO EDUARDO AOKI HORITA
Membro Titular - Examinador(a) Interno ao Programa - 3008017 - DENIS GUSTAVO FANTINATO
Membro Titular - Examinador(a) Externo à Instituição - ELISA YUMI NAKAGAWA - USP
Membro Titular - Examinador(a) Externo à Instituição - EMANUEL FERREIRA COUTINHO - UFC
Membro Suplente - Examinador(a) Interno ao Programa - 2196309 - CARLOS ALBERTO KAMIENSKI
Membro Suplente - Examinador(a) Externo à Instituição - DAVI VIANA DOS SANTOS - UFMA