Description: Monitoring adjustment in the context of cloud auto-scaling refers to the practice of continuously overseeing resources and application performance in a cloud environment. This process enables organizations to make informed decisions about when and how to scale their resources, whether by increasing or decreasing processing, storage, or network capacity. Monitoring adjustment involves using key metrics, such as CPU utilization, request latency, and network traffic, to assess the current state of resources. By implementing an effective monitoring system, companies can quickly respond to changes in demand, thereby optimizing performance and reducing unnecessary costs. Additionally, monitoring adjustment is crucial for ensuring application availability and resilience, as it allows for the identification and resolution of issues before they impact end users. In summary, monitoring adjustment is an essential tool in cloud resource management, enabling organizations to adapt to demand fluctuations and maintain high-quality service.