PREDICTIVE PRE-LAUNCH FOR APPLICATIONS

Patent №

US 9,508,040

Granted

2016-11-29

Filed 2013

Owner

MICROSOFT CORPORATION

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13915870

Systems and methods of pre-launching applications in a computer system, said applications being likely to be activated by a user from a terminated and/or suspended process state, are disclosed. The pre-launching of an application may be based on the assessed probability of the application being activated—as well as the level of availability of system resources to affect such pre-launching. Applications may be pre-launched based on these and other conditions/considerations, designed to improve the user's experience of a quick launch of applications in the background. Several prediction models are presented to provide a good estimate of the likelihood of an application being activated by a user. Such prediction models may comprise an adaptive predictor (based on past application usage situations) and/or a switch rate predictor (based on historic data of an application being switched and, possibly, having a decay rate applied to such switch rate measure).

AI classification

AI hardware0.94
Machine learning0.92
Knowledge representation0.59
Planning0.19
Evolutionary computation0.19
Natural language0.00
Speech0.00
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 305950150

Assignors

BILAL, AHMAD, IYIGUN, MEHMET, KRALJ, MILOS, KLEYNHANS, CHRISTOPHER, PULAPAKA, HARI, KISHAN, ARUN, GUNAWARDANA, ASELA, KOCH, PAUL, MEEK, CHRISTOPHER, HORVITZ, ERIC, CARUANA, RICH, FORTIN, MICHAEL

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

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