Modelo de referencia para la gestión de procesos licitatorios en Colombia usando analítica de datos

Abstract

This document show the configuration and test of a model for Data Analytics - Big Data - with the goal of manage the information of the bidding processes in Colombia but also for anothers kinds of sector or business logic. Through the use of free software tools, an Apache Hadoop solution is proposed, with which the information obstaneid is stored and manipulated, guaranteeing both the redundancy of data and the compliance of the processes of each task generated and at the same time a better use of the available resources of the Cluster. Additionally, the detail of each of the elements that make up this model is presented, in order to understand its operation, importance and integration with different tools. Finally, there is a section on implementation and testing of the model, which will start with the paradigm of a distributed system, under what is the concept of Big Data, in any organization willing to invest resources in it. The methodology used is the Deming Cycle, organized in the chapters developed in the document beginning with the analysis of the current landscape of the bids to proceed with the identification and configuration of useful tools for the development of the model and with this end with a sample of data analytics.