公开(公告)号：US12242322B2

公开(公告)日：2025-03-04

申请号：US18243338

申请日：2023-09-07

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

IPC: G06F1/3234 ,  G06F1/3209 ,  G06N20/00 ,  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.

公开(公告)号：US20230050146A1

公开(公告)日：2023-02-16

申请号：US17975042

申请日：2022-10-27

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

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.

公开(公告)号：US20200019228A1

公开(公告)日：2020-01-16

申请号：US16496225

申请日：2017-12-29

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

IPC: G06F1/3234 ,  H04W60/04 ,  G06N20/00 ,  G06F1/3209 ,  H04W8/10

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.

公开(公告)号：US20230418357A1

公开(公告)日：2023-12-28

申请号：US18243338

申请日：2023-09-07

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

IPC: G06F1/3234 ,  G06N20/00 ,  G06F1/3209 ,  H04W8/10 ,  H04W60/04

CPC classification number: G06F1/3234 ,  G06N20/00 ,  G06F1/3209 ,  H04W8/10 ,  H04W60/04 ,  H04M2242/30

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.

公开(公告)号：US11782496B2

公开(公告)日：2023-10-10

申请号：US17975042

申请日：2022-10-27

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

IPC: G06F1/3234 ,  G06N20/00 ,  G06F1/3209 ,  H04W8/10 ,  H04W60/04

CPC classification number: G06F1/3234 ,  G06F1/3209 ,  G06N20/00 ,  H04W8/10 ,  H04W60/04 ,  H04M2242/30

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.

公开(公告)号：US11507172B2

公开(公告)日：2022-11-22

申请号：US16496225

申请日：2017-12-29

Applicant: Google LLC

Inventor： Alexander Varshavsky ,  Bhaskar Mehta ,  Brian Coopersmith ,  Giovanni Botta

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.