Proposal of a Real Time Microservice Architecture Applied to Business Intelligence for the Financial Sector

Tatiana Muñoz-Sánchez, Mauricio Espinoza-Mejía

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

This work proposes to i) generate a microservice, which allows the capture of massive transaction information from a relational database, ii) develop the extract, transform and load process (ETL), and iii) store proper and valuable information for decision-making in a non-relational database. The entire process also uses business intelligence mechanisms to convert data into information. Three phases were used for the implementation of this process: the first one, a mechanism within the relational database for change data capture (CDC)- Then, the second one, the design and implementation of a consumer in charge of listening to the messages, generate the transformation process and load it to the non-relational data-base, ensuring fault tolerance, reliability and scalability. Finally, through defined indicators, a control panel was designed, which offers operators and managers the necessary guidelines to generate decisions and measure the achievement of objectives and goals. The entire process, implemented through a visual and intuitive tool, allows converting the data into knowledge, which generates a competitive advantage in companies’ management and operational processes. The proposed integration, results in an architecture design that efficiently manages thousands of records in real-time, offering greater speed, performance, and optimization in searches of large volumes of data for effective decision-making.

Idioma originalInglés
Título de la publicación alojadaApplied Technologies - 3rd International Conference, ICAT 2021, Proceedings
EditoresMiguel Botto-Tobar, Sergio Montes León, Pablo Torres-Carrión, Marcelo Zambrano Vizuete, Benjamin Durakovic
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas456-468
Número de páginas13
ISBN (versión impresa)9783031038839
DOI
EstadoPublicada - 2022
Evento3rd International Conference on Applied Technologies, ICAT 2021 - Quito, Ecuador
Duración: 27 oct. 202129 oct. 2021

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen1535 CCIS
ISSN (versión impresa)1865-0929
ISSN (versión digital)1865-0937

Conferencia

Conferencia3rd International Conference on Applied Technologies, ICAT 2021
País/TerritorioEcuador
CiudadQuito
Período27/10/2129/10/21

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