METHOD AND SYSTEM FOR THE DYNAMIC ALLOCATION OF RESOURCES BASED ON FAIRNESS, THROUGHPUT, AND USER BEHAVIOR MEASUREMENT

Patent №

US 8,909,567

Granted

2014-12-09

Filed 2012

Owner

XEROX CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13400323

A system and method for the dynamic allocation of resources based on fairness, throughput, and user behavior measurement. A resource allocation decision can be made based on an index value computed by a selection index function. A fairness coefficient and a throughput coefficient, which represent the significance of fairness and throughput can be computed utilizing a reinforcement learning algorithm. The degree of fairness and throughput coefficient can be varied while allocating resources. A user behavior coefficient with respect to a user can be computed to determine the degree of cooperativeness of the user with other users and the value of user behavior coefficient can be updated each time it interacts with the system.

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Evolutionary computation0.02
Vision0.00
Speech0.00
Natural language0.00

Ownership

XEROX CORPORATION

assignment · 277310482

Assignors

KANG, DHANWANT SINGH, LIU, HUA, SUN, TONG

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

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