Invention Grant
- Patent Title: Edge processing of sensor data using a neural network to reduce data traffic on a communication network
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Application No.: US16942317Application Date: 2020-07-29
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Publication No.: US11588735B2Publication Date: 2023-02-21
- Inventor: Robert Richard Noel Bielby
- Applicant: Micron Technology, Inc.
- Applicant Address: US ID Boise
- Assignee: Micron Technology, Inc.
- Current Assignee: Micron Technology, Inc.
- Current Assignee Address: US ID Boise
- Agency: Greenberg Traurig
- Main IPC: B60W40/08
- IPC: B60W40/08 ; B60W50/00 ; G05D1/00 ; G06N3/063 ; H04L47/12 ; G06N3/08 ; G06N3/04 ; H04L67/12

Abstract:
Methods, systems, and apparatuses related to edge processing of sensor data using a neural network to reduce network traffic to and/or from a server. In one approach, a cloud server processes sensor data from a vehicle using an artificial neural network (ANN). The ANN has several layers. Based on analyzing at least one characteristic of the sensor data received from the vehicle and/or a context associated with processing the sensor data, the cloud server determines to send one or more of the layers of the ANN for edge processing on the vehicle itself. In other cases, the cloud server decides to send the one or more layers to an edge server device located on a communication path between the vehicle and the cloud server. The edge processing reduces network data traffic.
Public/Granted literature
- US20220038375A1 EDGE PROCESSING OF SENSOR DATA USING A NEURAL NETWORK TO REDUCE DATA TRAFFIC ON A COMMUNICATION NETWORK Public/Granted day:2022-02-03
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