Description: User-centered scaling is an approach that prioritizes user needs and experiences in the process of scaling cloud resources. This method seeks to ensure that infrastructure and services dynamically adapt to changing user demands, thereby improving satisfaction and operational efficiency. Instead of merely increasing or decreasing resource capacity based on technical metrics, user-centered scaling considers factors such as customer experience, application performance, and user interaction. This approach allows organizations to provide a more personalized and responsive service, ensuring that users have access to the resources they need at the right time. Additionally, it fosters greater agility in resource management, enabling companies to quickly adapt to fluctuations in demand and optimize their technology investments. In environments where user experience is crucial for success, user-centered scaling becomes a key strategy for organizations looking to differentiate themselves in a competitive market.