RESOURCE MANAGEMENT BASED ON DEVICE-SPECIFIC OR USER-SPECIFIC RESOURCE USAGE PROFILES

Patent №

US 10,182,018

Granted

2019-01-15

Filed 2017

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15840795

Resources used by a foreground process associated with an application as well as one or more background tasks associated with the application that are running as separate processes on the computing device are tracked. Historical data relating to resource usage by the application is utilized to predict a resource usage amount for the application which is then stored. A subsequent launch of the application can be conditioned upon whether the predicted resource usage amount is available. If the predicted resource usage amount is available, it can be allocated to the application and the application can be launched. If the application then exceeds the predicted resource usage amount, other processes executing concurrently therewith may be terminated to free up the resource. Regardless of how the application performs, new resource usage data is obtained for the application, which is then used to adjust the predicted resource usage amount.

AI hardwareG06F 9/5011G06F 9/5016G06F 9/5022G06F 16/24578H04L 47/83G06F 2209/5019Y02D 10/00

AI classification

AI hardware0.55
Machine learning0.25
Knowledge representation0.01
Evolutionary computation0.01
Natural language0.01
Speech0.00
Planning0.00
Vision0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 444530025

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