Initially, all applications are allocated one web server instance in each resource allocation interval.
Figure 4 b depicts that under-provisioning penalty decreases with larger amount of allocated budget as the applications are allocated adequate amount of budget.
Figure 4 c depicts that average penalty decreases with larger amount of allocated budget as the high-priority applications are allocated adequate amount of budget according to their bandwidth requirement.
Again, high-priority applications are stuck when the flexible budget is depleted, but in the case of H-IDM, high-priority applications are allocated flexible budget repeatedly according to their requirements.
If an application is allocated less budget than it requires, then this could result in under-provisioning, affecting its performance, and consequently quality of user experience.
On the other hand, if an application is allocated too much budget, then it can result in over-provisioning and consequently, resource-underutilization (see Fig. 1).
When the Internet data budget plan period starts, every application is allocated a certain amount of reserved budget based on their priorities assuming all the applications have equal bandwidth usage.
Volunteers - 70,000 were chosen from 240,000 applications - were allocated roles after interviews on the basis of the skills we offered.
Patients received IA-TXA application and then were allocated into six groups regarding clamping drain duration (2-, 4-, 6-, 8-, 10-, and 12-hours).
In some boroughs, such as Lambeth, there has been a surge this year in "late applications" since school places were allocated in April.
In order to meet the QoS in this study, the resources were allocated to the applications according to the application priorities.
