Systems and methods for cognitive services of a connected FMS or avionics SaaS platform

    公开(公告)号:US11488063B2

    公开(公告)日:2022-11-01

    申请号:US16805101

    申请日:2020-02-28

    Abstract: Disclosed are methods, systems, and non-transitory computer-readable medium for cognitive services for a FMS SaaS platform. For instance, the method may include obtaining training data; training reinforcement learning model(s) using the obtained training data; in response to receiving a request for cognitive services from a user device, analyzing a query of the request for cognitive services using at least one reinforcement learning model of the trained reinforcement learning model(s); determining intent, entity(s), emotion, and/or context of the query based on an output of the at least one reinforcement learning model to form a cognitive services request; applying a second at least one reinforcement learning model of the trained reinforcement learning model(s) to the cognitive services request to determine one or more services to invoke; and transmitting a result to the user device based on an output of the one of more invoked services.

    Systems and methods for fault injection and ensuring failsafe FMS SaaS platforms

    公开(公告)号:US11204861B2

    公开(公告)日:2021-12-21

    申请号:US16804970

    申请日:2020-02-28

    Abstract: Disclosed are methods, systems, and non-transitory computer-readable medium for fault injection and ensuring failsafe FMS SaaS platforms. For instance, the method may include observing a behavior of a platform; building a hypothesis about a steady state behavior based on the observing the behavior of the platform; determining whether a request for fault injection has been received; in response to receiving the request for the fault injection, performing the fault injection; observing a response of the platform to the fault injection; determining whether the fault injection is at an end; and in response to determining that the fault injection is at the end, collect and analyze data of observed response(s).

    Systems and methods for efficiently sending video metadata

    公开(公告)号:US11030240B1

    公开(公告)日:2021-06-08

    申请号:US16792852

    申请日:2020-02-17

    Abstract: A video management system may send time-stamped metadata corresponding to a video stream across a communication path having a limited bandwidth. Time-stamped metadata for a first reference video frame which identifies objects in the reference frame may be generated, and sent across the communication path. Time-stamped metadata for each of a plurality of first delta video frames following the first reference video frame may be generated, the time-stamped metadata for each of the plurality of first delta video frames may identify changes in detected objects relative to the objects identified in the time-stamped metadata for the first reference video frame. The time-stamped metadata for each of the plurality of first delta video frames may be sent across the communication path.

    Systems and methods for autonomous creation of a domain specific industrial internet of things gateway using a conversational interface

    公开(公告)号:US10904078B2

    公开(公告)日:2021-01-26

    申请号:US16033280

    申请日:2018-07-12

    Abstract: Systems and methods are disclosed for executing a conversational interface for autonomous assembly and configuration of an Industrial Internet of Things (IIoT) gateway. Methods comprise generating and transmitting, to a user over an electronic network, a plurality of questions regarding hardware and/or software assembly and configuration of an IIoT gateway; receiving, from the user over the electronic network, responses to the plurality of questions; generating a service specification in a domain specific language based on the received responses, the service specification identifying a plurality of services to be assembled on the IIoT gateway; generating, for each identified service of the generated service specification, a configuration specification in the domain specific language, each configuration specification defining a protocol of the respective identified service; and transmitting the configuration specification, to the user over the network, to enable the user to read, access, and download components listed in the configuration specification for installation on the IIoT gateway.

    Systems and methods for efficiently sending video metadata

    公开(公告)号:US12153626B2

    公开(公告)日:2024-11-26

    申请号:US18337385

    申请日:2023-06-19

    Abstract: A video management system may send time-stamped metadata corresponding to a video stream across a communication path having a limited bandwidth. Time-stamped metadata for a first reference video frame which identifies objects in the reference frame may be generated, and sent across the communication path. Time-stamped metadata for each of a plurality of first delta video frames following the first reference video frame may be generated, the time-stamped metadata for each of the plurality of first delta video frames may identify changes in detected objects relative to the objects identified in the time-stamped metadata for the first reference video frame. The time-stamped metadata for each of the plurality of first delta video frames may be sent across the communication path.

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