downtimeramingen
Downtimeramingen, or downtime estimations, is the practice of estimating the duration and frequency of system downtime for a service, process, or infrastructure component. The goal is to support planning, risk assessment, and service level agreement development by predicting how much time a system may be unavailable over a given period. They distinguish between planned downtime (maintenance) and unplanned downtime (faults).
Methods include historical data analysis, reliability modeling, probabilistic approaches, and simulations. Common metrics used are mean
Applications span IT services, cloud providers, manufacturing lines, and telecommunications. Downtime estimates inform maintenance scheduling, capacity
Challenges and considerations include data quality, changing workloads, correlated or cascading failures, and external factors. Assumptions