Invention Grant
- Patent Title: Smart context subsampling on-device system
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Application No.: US17975042Application Date: 2022-10-27
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Publication No.: US11782496B2Publication Date: 2023-10-10
- Inventor: Alexander Varshavsky , Bhaskar Mehta , Brian Coopersmith , Giovanni Botta
- Applicant: Google LLC
- Applicant Address: US CA Mountain View
- Assignee: Google LLC
- Current Assignee: Google LLC
- Current Assignee Address: US CA Mountain View
- Agency: Lerner David LLP
- Main IPC: G06F1/3234
- IPC: G06F1/3234 ; G06N20/00 ; G06F1/3209 ; H04W8/10 ; H04W60/04

Abstract:
The present disclosure provides a system for intelligently sampling information, such as location, activities, etc. on device. Sampling and uploading of background context is optimized using machine learning, such that battery usage is reduced, and quality of metrics based on the reported information is maintained or improved. A policy is generated based on the machine learning, the policy dictating how scanning and upload rates should change in response to conditions on the device.
Public/Granted literature
- US20230050146A1 Smart Context Subsampling On-Device System Public/Granted day:2023-02-16
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