Method and system for determining size of a data center
View Patent ↗A method, apparatus, and system are disclosed for determining a size of a utility date center. In one embodiment, a computer system includes a bus, a computer-readable memory coupled to the bus, and a processor coupled to the memory via the bus. The processor executes code for calculating, based on historical usage data, resource usage for a plurality of different applications of a plurality of servers in the utility data center (UDC); calculating, for each server, penalties imposed against the UDC and penalties imposed against at least one user of resources of the servers; and calculating a number of servers required to make the UDC profitable.
1. A computer-readable storage medium having computer-readable program code embodied therein for causing a computer system to perform:
receiving historical data for a plurality of resources for plural applications in a utility data center (UDC);
dividing the historical data for each application into n sub-traces;
developing a profile of usage for at least n minus m sub-traces, where n and m are integers and m<n;
running a simulation using a maximum usage of at least one resource;
calculating a net deviation using penalties imposed against the UDC and exceedances imposed against a resource user of the UDC;
calculating, based on the net deviation, a number of resources for the UDC to be profitable; and
outputting the number of resources.
2. The computer readable storage medium of claim 1 for causing the computer system to further perform calculating a maximum usage of each resource for an interval of time.
3. The computer readable storage medium of claim 1 for causing the computer system to further perform dividing the n sub-traces into segments of time.
4. The computer readable storage medium of claim 3 wherein the segments of time are selected from one of days, weeks, and months.
5. The computer readable storage medium of claim 1 wherein dividing the historical data further comprises dividing each application into an equal number of sub-traces.
6. The computer readable storage medium of claim 1 wherein the penalties are imposed against the UDC for failing to provide a previously agreed resource to the resource user, and the exceedances are imposed against the resource user for utilizing more than a previously agreed amount of a resource.
7. The computer readable storage medium of claim 1 the resources are servers.
8. The computer readable storage medium of claim 1 for causing the computer system to further perform displaying a risk versus revenue comparison for multiple different numbers of resources for which the UDC can profitably operate.