workloadpatronen
Workload patterns, or workloadpatronen, describe the typical demand profile faced by a system over time. They capture how resource requirements such as CPU usage, memory, disk I/O, network traffic, and user concurrency change during a day, a week, or longer. An accurate understanding of workloadpatronen supports capacity planning, performance testing, and the design of adaptive systems.
Patterns can be periodic (diurnal or weekly), bursty (short spikes), steady-state, or mixed. They can be derived
Applications include capacity planning, autoscaling and elasticity policies, benchmarking, SLA design, and workload-aware resource provisioning. In
Challenges comprise capturing the diversity of real workloads, avoiding overfitting to historic data, handling nonstationarity and