Banca de QUALIFICAÇÃO: ALUIZIO FERREIRA DA ROCHA NETO

Uma banca de QUALIFICAÇÃO de DOUTORADO foi cadastrada pelo programa.
DISCENTE : ALUIZIO FERREIRA DA ROCHA NETO
DATA : 28/11/2019
HORA: 09:00
LOCAL: B321 IMD
TÍTULO:

Distributed Intelligence at the Edge based on Multi-level Information Fusion and Complex Event Processing

PALAVRAS-CHAVES:

Edge Computing, Fog Computing, Machine Learning, Information Fusion, Complex Event Processing.

PÁGINAS: 80
GRANDE ÁREA: Ciências Exatas e da Terra
ÁREA: Ciência da Computação
SUBÁREA: Sistemas de Computação
ESPECIALIDADE: Teleinformática
RESUMO:

In smart city scenarios, environmental sensors and cameras installed in buildings and streets are the primary sources of sensing data. From these data, it is possible to infer several pieces of information that can feed multiple applications providing the current status of the whole city. A critical aspect in processing sensor data is related to systems that have to take some automatic action in a near real-time manner. They depend on data freshness, and computation time, otherwise, the processing results and activities become less valuable or even worthless. Besides, the prediction of a complex event of interest is made by observing the occurrence of several combined micro-events over time. These micro-events represent the changes in the data pattern coming from the sensors. To address these issues, in this work, we apply modern Machine Learning techniques and computational resources for Edge Analytics to process large-scale data streams within smart city scenarios. We define a distributed processing strategy based on multi-level information fusion for Edge and Fog nodes to extract knowledge from raw data, reducing network overhead and consequent delays. We also propose an architecture for extracting useful information to feed multiples applications that allows a complex event processing module infer and take automatic-actions about the events of a smart city.

MEMBROS DA BANCA:
Presidente - 1213777 - THAIS VASCONCELOS BATISTA
Interno - 1699087 - AUGUSTO JOSE VENANCIO NETO
Externa à Instituição - FLAVIA COIMBRA DELICATO - UFF
Externo à Instituição - JOSÉ NEUMAN DE SOUZA - UFC
Externo à Instituição - PAULO DE FIGUEIREDO PIRES - UFF