Description: Automated scaling is the ability of a platform to automatically adjust resources according to demand. This process is fundamental in cloud computing environments, where workloads can vary significantly in short periods of time. Automated scaling allows organizations to optimize resource usage, ensuring that applications run efficiently without the need for manual intervention. This mechanism relies on algorithms that monitor performance and resource utilization, such as CPU, memory, and bandwidth, and adjust the infrastructure accordingly. Key features of automated scaling include the ability to scale up (increase resources) or down (decrease resources) dynamically, helping to minimize costs and maximize performance. Additionally, this approach is essential for ensuring the availability and resilience of applications, especially during traffic spikes or unexpected demand. In cloud computing environments, automated scaling becomes a key tool for efficiently managing resources and providing an optimal user experience.