Distributed data mining is contemplated in the field of research and involves the application of the process of extracting knowledge about large volumes of information stored in distributed databases. Modern organizations require tools that perform tasks of prediction, forecasting, classification and others, online, on their databases that are located in different nodes interconnected through the Internet, in a way that allows them to improve the quality of their services. Clustering is one of the main modeling techniques of data mining which consists of dividing the information into different groups, internally the members of each group are very similar to each other and dissimilar to the members of the other groups. The resulting clusters or clusters allow us to predict patterns of behavior that can contribute to organizational decision-making. It is in this context that the present wo...

La minería de datos distribuida está contemplada en el campo de la investigación e implica la aplicación del proceso de extracción de conocimiento sobre grandes volúmenes de información almacenados en bases de datos distribuidas. Las organizaciones modernas requieren de herramientas que realicen tareas de predicción, pronósticos, clasificación entre otros y en línea, sobre sus bases de datos que se ubican en diferentes nodos interconectados a través de internet, de manera que les permita mejorar la calidad de sus servicios. El Clustering es una de las principales tecnicas de modelado de la mineria de datos la cual consiste en dividir la información en grupos diferentes, internamente los miembros de cada grupo son muy similares unos de otros y disimiles respecto a los miembos de los otros grupos. Los grupos o clusters resultantes permiten predecir patrones de comportamiento q...

Microservices are conceived as an architectural style focused on developing applications through a set of services, independent, scalable, collaborative, evolutionary, capable of adapting to complex ecosystems. On the other hand, DevOps is a paradigm that uses a set of principles focused on the continuous delivery and integration of software, this implies a new culture to develop and deploy software in highly collaborative and agile contexts aimed at reducing the gap between development and operations. It is in this context that the present work proposes an Architecture based on Microservices and DevOps for continuous software engineering and applies the proposal through a case study with the participation of development teams formed by the students of the Workshop courses of Software and Systems Construction of the academic semesters: 2018-1, 2018-2, 2019-1, 2019-2 and led by the author...

Microservices are conceived as an architectural style focused on developing applications through a set of services, independent, scalable, collaborative, evolutionary, capable of adapting to complex ecosystems. On the other hand, DevOps is a paradigm that uses a set of principles focused on the continuous delivery and integration of software, this implies a new culture to develop and deploy software in highly collaborative and agile contexts aimed at reducing the gap between development and operations. It is in this context that the present work proposes an Architecture based on Microservices and DevOps for continuous software engineering and applies the proposal through a case study with the participation of development teams formed by the students of the Workshop courses of Software and Systems Construction of the academic semesters: 2018-1, 2018-2, 2019-1, 2019-2 and led by the author...