Description: Query Time refers to the duration taken to execute a query in monitoring and data visualization systems. This time is a crucial indicator of the efficiency and performance of databases and backend systems feeding these tools. An optimal query time is essential to ensure that users receive quick answers to their questions about the status of their systems, applications, and services. In the context of general data visualization tools, a low query time allows users to explore data in real-time without experiencing delays. Moreover, query time is essential for early problem detection and resource optimization in various applications and cloud services. A prolonged query time may indicate underlying issues in the infrastructure, such as network bottlenecks or inefficiencies in SQL queries. Therefore, monitoring and optimizing query time is a key practice for system administrators and developers looking to enhance user experience and operational efficiency.