Method for prioritizing tasks queued at a server system
An algorithm for assigning priorities to tasks queued for processing by users based on how heavily each task's user used the system resources in the past, including the number of tasks queued by the user in the past, the volume of these tasks, and the amount of processor time used. In the OCR context, the tasks are graphic files placed on servers and chosen for processing in accordance with the assigned priorities.
1. A method for prioritizing tasks using a computer server, comprising:
identifying, by the computer server, a first task to be executed by a processor, the first task provided by a user at a first time;
determining, by the computer server, a cumulative processor time for an execution of a set of tasks by the processor during a first prior time interval, wherein the first prior time interval ends before the first time, and wherein each task of the set of tasks is provided by the user;
computing, by the computer server, a first metric based on the cumulative processor time;
identifying, by the computer server, a second task provided by the user at a second time that is before the first time;
computing, by the computer server, a second metric based on a time difference between the first time and the second time;
determining, by the computer server, a cumulative task volume for one or more tasks provided by the user during a second prior time interval, wherein the second prior time interval ends before the first time;
computing, by the computer server, a third metric based on the cumulative task volume;
determining, by the computer server, a priority for the user based on at least one of the first metric, the second metric, or the third metric;
assigning, by the computer server, the priority to the first task; and
scheduling, in view of the priority, an execution of the first task to be performed by the processor.
2. The method of claim 1 wherein the determining of the priority is in view of a prior priority for the user.
3. The method of claim 2 wherein the determining of the priority comprises reducing the prior priority.
4. The method of claim 1 wherein the first metric is a monotonic function of the cumulative processor time.
5. The method of claim 1 wherein the second metric is a monotonic function of the time difference between the first time and the second time.
6. The method of claim 1 wherein the third metric is a monotonic function of the cumulative task volume.
7. The method of claim 1 wherein the processor executes at most one task at a time.
8. An apparatus comprising:
a network interface device; and
a processor, operatively coupled to the network interface device, to:
receive, via the network interface device, a first task to be executed, wherein the first task is provided by a user at a first time;
determine a cumulative processor time for an execution of a set of tasks during a first prior time interval, wherein the first prior time interval ends before the first time, and wherein each task of the set of tasks is provided by the user;
compute a first metric based on the cumulative processor time;
identify a second task provided by the user at a second time that is before the first time;
compute a second metric based on a time difference between the first time and the second time;
determine a cumulative task volume for one or more tasks provided by the user during a second prior time interval, wherein the second prior time interval ends before the first time;
compute a third metric based on the cumulative task volume;
determine a priority for the user based on at least one of the first metric, the second metric, or the third metric;
assign the priority to the first task; and
schedule an execution of the first task in view of the priority.
9. The apparatus of claim 8 wherein the determining of the priority is in view of a prior priority for the user.
10. The apparatus of claim 9 wherein the determining of the priority comprises reducing the prior priority.
11. The apparatus of claim 8 wherein the first metric is a monotonic function of the cumulative processor time.
12. The apparatus of claim 8 wherein the second metric is a monotonic function of the time difference between the first time and the second time.
13. The apparatus of claim 8 wherein the third metric is a monotonic function of the cumulative task volume.
14. A non-transitory computer-readable storage medium comprising instructions that when executed by a processor, cause the processor to:
identify a first task to be executed, the first task provided by a user at a first time;
determine a cumulative processor time for an execution of a set of tasks during a first prior time interval, wherein the first prior time interval ends before the first time, and wherein each task of the set of tasks is provided by the user;
compute a first metric based on the cumulative processor time;
identify a second task provided by the user at a second time that is before the first time;
compute a second metric based on a time difference between the first time and the second time;
determine a cumulative task volume for one or more tasks provided by the user during a second prior time interval, wherein the second prior time interval ends before the first time;
compute a third metric based on the cumulative task volume;
determine a priority for the user based on at least one of the first metric, the second metric, or the third metric;
assign the priority to the first task; and
schedule an execution of the first task in view of the priority.
15. The non-transitory computer-readable storage medium of claim 14 wherein the determining of the priority is in view of a prior priority for the user.
16. The non-transitory computer-readable storage medium of claim 15 wherein the determining of the priority comprises reducing the prior priority.
17. The non-transitory computer-readable storage medium of claim 14 wherein the first metric is a monotonic function of the cumulative processor time.
18. The non-transitory computer-readable storage medium of claim 14 wherein the second metric is a monotonic function of the time difference between the first time and the second time.
19. The non-transitory computer-readable storage medium of claim 14 wherein the third metric is a monotonic function of the cumulative task volume.
20. The non-transitory computer-readable storage medium of claim 14 wherein the processor executes at most one task at a time.