“This article consists of the implementation of a VLAN network in the Hospital Central FAP. The objective is to increase information security, as well as to improve and optimize user data, and this is achieved through the development and use of different protocols, restrictions, and methods that helped to achieve this purpose. Likewise, the article uses the Topdown methodology, which has phases focused on analyzing, developing, and improving the different processes for designing and implementing a VLAN network topology. As a technique, an interview was conducted with the person who, through a series of questions, expressed their opinion on the hospital's problems under study. Data processing was carried out at a qualitative level using Atlas Ti22 software, which allowed the analysis of the perception of 6 people with direct knowledge of the hospital's problems. This information was use...

La gestión de inventarios en el sector farmacéutico enfrenta desafíos importantes, como la variabilidad en la demanda y las estrictas regulaciones. Este estudio analiza cómo el uso de Machine Learning (ML) puede mejorar la eficiencia en la gestión de inventarios en Lima Metropolitana durante 2024. El objetivo principal es determinar el impacto del ML en este proceso, evaluando su capacidad para predecir la demanda, reducir desabastecimientos, mejorar la rotación y optimizar los niveles de stock. Esto es clave, considerando que alrededor del 70% de las empresas farmacéuticas en Lima sufren desabastecimientos frecuentes, afectando tanto su operatividad como la salud pública. La investigación adopta un diseño experimental, utilizando registros históricos de una empresa farmacéutica (1,000 datos, con una muestra de 278) para analizar el efecto del ML mediante herramientas estadí...

This article consists of the implementation of a VLAN network in the Hospital Central FAP. The objective is to increase information security, as well as to improve and optimize user data, and this is achieved through the development and use of different protocols, restrictions, and methods that helped to achieve this purpose. Likewise, the article uses the Top-down methodology, which has phases focused on analyzing, developing, and improving the different processes for designing and implementing a VLAN network topology. As a technique, an interview was conducted with the person who, through a series of questions, expressed their opinion on the hospital's problems under study. Data processing was carried out at a qualitative level using Atlas Ti22 software, which allowed the analysis of the perception of 6 people with direct knowledge of the hospital's problems. This information was used ...