Research Article

Coarse-Grain QoS-Aware Dynamic Instance Provisioning for Interactive Workload in the Cloud

Figure 3

The time structure for simulation. A day is divided into several phases. The delay violation probability is evaluated in each phase. A phase is divided into several slots. The response delay for each request arrived within a slot is approximated by the mean response delay in this slot. To estimate the mean response delay using the Allen-Cunneen formula, a slot is further divided into several time windows to measure the coefficient of variation of inter-arrival time.
215016.fig.003