公开(公告)号：US11189382B2

公开(公告)日：2021-11-30

申请号：US16732698

申请日：2020-01-02

Applicant: VMware, Inc.

Inventor： Hui Xu ,  Niranjan Maka ,  Gregory Bollella ,  Karen Brems

IPC: G16Y40/50 ,  G16Y40/35 ,  G16Y20/20

Abstract: Various examples are disclosed for hybrid alert and action solution in internet-of-things (IoT) networks. A computing environment can generate an alert and an action to perform when criteria associated with the alert is satisfied based at least in part on data collected from at least one of a plurality of sensor devices. The computing environment can determine whether the alert and the action is capable of being evaluated and performed on an edge computing device in communication with the at least one of the plurality of sensor devices based at least in part on a computing capability of the edge computing device or the at least one server computing device. The computing environment can assign the alert criteria and the action to the edge computing device or the at least one server computing device.

公开(公告)号：US20210312007A1

公开(公告)日：2021-10-07

申请号：US17306218

申请日：2021-05-03

Applicant: VMware, Inc.

Inventor： Hui Xu ,  Jiajie Liang ,  Jong Ho Won

IPC: G06F16/957 ,  H04L12/24 ,  H04L12/26 ,  H04L29/08 ,  G06N5/04

Abstract: Various examples are disclosed for hybrid alert and action solution in IoT (IoT) networks. A cloud layer decision model that generates cloud layer predictions is identified using device layer data. A quantized decision model is generated as a quantized version of the cloud layer decision model. A logical group that includes an edge device that collects a portion of the device layer data is identified. The quantized decision model is transmitted to the logical group.

公开(公告)号：US20210294296A1

公开(公告)日：2021-09-23

申请号：US16826382

申请日：2020-03-23

Applicant: VMware, Inc.

Inventor： Hui Xu ,  Jiajie Liang ,  Karen Brems ,  Jong Ho Won

IPC: G05B19/406

Abstract: Various examples are disclosed for hybrid alert and action solution in Internet-of-Things (IoT) networks. A multi-edge alert definition specifies a plurality of IoT devices that communicate through a plurality of edge devices. The multi-edge alert definition is registered in a fog evaluation service for evaluation. Data corresponding to the IoT devices is received by the fog evaluation service from the plurality of edge devices. An alert is triggered based on a condition specified in the multi-edge alert definition.

公开(公告)号：US20210210217A1

公开(公告)日：2021-07-08

申请号：US16732698

申请日：2020-01-02

Applicant: VMware, Inc.

Inventor： Hui Xu ,  Niranjan Maka ,  Gregory Bollella ,  Karen Brems

IPC: G16Y40/50 ,  G16Y20/20 ,  G16Y40/35

Abstract: Various examples are disclosed for hybrid alert and action solution in internet-of-things (IoT) networks. A computing environment can generate an alert and an action to perform when criteria associated with the alert is satisfied based at least in part on data collected from at least one of a plurality of sensor devices. The computing environment can determine whether the alert and the action is capable of being evaluated and performed on an edge computing device in communication with the at least one of the plurality of sensor devices based at least in part on a computing capability of the edge computing device or the at least one server computing device. The computing environment can assign the alert criteria and the action to the edge computing device or the at least one server computing device.

公开(公告)号：US11017050B1

公开(公告)日：2021-05-25

申请号：US16837379

申请日：2020-04-01

Applicant: VMware, Inc.

Inventor： Hui Xu ,  Jiajie Liang ,  Jong Ho Won

IPC: G06F16/957 ,  H04L12/24 ,  H04L12/26 ,  H04L29/08 ,  G06N5/04 ,  G06F15/167 ,  G06N20/00

Abstract: Various examples are disclosed for hybrid alert and action solution in IoT (IoT) networks. An edge device receives device layer data and generates an edge layer prediction by processing the device layer data using a quantized decision model. A confidence check is performed by comparing a confidence probability for the edge layer prediction to a threshold probability. An action to perform for the edge layer prediction is identified based on a result of the confidence check.