Amazon Technologies, Inc.

Akanksha Gupta

Sven Eberhardt

Maisie Wang

Charles Edwin Ashton Brett

Hongyang Wang

Kunal Pramod Ghogale

Soyoung Kim

Suhel Banerjee

Ryan H Fink

Jin Long Lee

Systems and methods for device configuration usage optimization include identifying device configurations that are likely to result in device usage cessation within a predetermined period of time. When device usage cessation is determined to be likely, alternative device configurations are determined that are likely to increase the chances of device usage. One or more recommendations for the alternative device configurations may be sent to user devices, and when accepted, devices may be reconfigured, device functionalities may be enabled, and/or additional devices may be acquired.

Device configuration usage optimization

Systems and methods for device functionality control utilizing activity prediction are disclosed. For example, an activity model is utilized to identify activities associated with sensor data collected from connected devices within an environment. Target device usage data is then associated with the activities to determine probability values that the target device will be operated when the identified activities are detected. Commands may be generated and sent to the target device to perform a function when the identified activities are detected.

Device functionality control utilizing activity prediction

Growing community of inventors

Seattle, WA, United States of America

Akanksha Gupta