Autor:
Fernández-García, Antonio Jesús

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E-mails conocidos

antoniojesus.fernandez@unir.net
ajfernandez@ual.es

Fecha de nacimiento

ORCID

0000-0002-8718-9429

Proyectos de investigación

Unidades organizativas

Puesto de trabajo

Apellidos

Fernández-García

Nombre de pila

Antonio Jesús

Nombre

Nombres alternativos

Fernández-García, António Jesús
Fernández García, Antonio Jesús

Afiliaciones conocidas

Universidad Internacional de La Rioja, Spain
Universidad Internacional de la Rioja (UNIR), Spain
University of Almeria
University of Almeria, Spain
Universidad de Almeria, Spain

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Filtros

20171
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Fecha de inicio: 2017 × Fecha de finalización: 2019 ×

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  • Miniatura
    Artículo
    Creating datasets for data analysis through a cloud microservice-based architecture
    Fernández-García, Antonio Jesús; Criado, Javier; Corral, Antonio; Iribarne, Luis. Actas de las XXII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2017), 2017-07-19.
    Data analysis is a trending technique due to the tendency of analyzing patterns or generating knowledge in different domains. However, it is difficult to know at design time what raw data should be collected, how it is going to be analyzed or which analysis techniques will be applied to data. Service-oriented architectures can be applied to solve these problems by providing flexible and reliable architectures. In this paper, we present a microservice-based software architecture in the cloud with the aim of generating datasets to carry out data analysis. This architecture facilitates acquiring data, which may be located in a data center, distributed, or even on different devices (ubiquitous computing) due to the rise of the IoT. It provides an infrastructure over which multiple developer' groups can work in parallel on the microservices. These microservices also provide a reliable and affordable adaptability to the lack of specific requirements in some functionalities and the fast evolution and variability of them, due to the fast changing of client needs.