SYSTEM AND METHOD FOR THE DYNAMIC ALLOCATION OF RESOURCES

Patent №

US 8,386,286

Granted

2013-02-26

Filed 2011

Owner

XEROX CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13116893

A system and method for dynamically allocating resources in a process. A demand pattern change detection unit, a future demand forecasting unit and a process optimization engine can be employed to constantly adjust resource allocation and assist in maintaining processes in a state of peak performance. An initial resource allocation unit generates an initial resource allocation plan based on past experience with respect to the process. The change detection unit detects a shift in the job demand pattern utilizing a statistical data when a change occurs in process requirements. The future demand generation unit accurately generates future demand data based on current job data and the outlook of future demand. The optimization engine acts as a surrogate process expert and provides recommendations to the process owner regarding potential possible resource allocation policies for new job demand data utilizing a simulation process to predict the result of variable staffing configurations.

AI classification

Planning1.00
AI hardware1.00
Machine learning0.74
Knowledge representation0.72
Vision0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 263490819

Assignors

SRINIVAS, SHARATH, KULKARNI, RAKESH, RAI, SUDHENDU

On an employer assignment, the assignors are typically the inventors.

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