The AI Edge Engineer: Extending the power of CI/CD to Edge devices using containers

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        Headings…
        The AI Edge Engineer: Extending the power of CI/CD to Edge devices using co
        Background
        The Role of the AI Edge Engineer
        Implementing the AI Edge Engineer architecture
        Terminology
        Deployment of code to Edge devices
        The expanding role of containers with CI/CD

        Auto extracted Text……

        The AI Edge Engineer: Extending the power of CI/CD to Edge devices using containers
        In this post, I discuss models of development for AI Edge Engineering based on deploying containers to Edge devices which unifies the Cloud and the Edge.
        The primary focus of the AI Engineer role is to unify development between the Cloud and the Edge using containers so as to deploy and maintain code to Edge devices.
        In practise this means – Once you sync with the IoT Hub(cloud) – the Edge device can run independently and indefinitely with messages being queued for deferred cloud delivery
        is a managed service, hosted in the cloud, that acts as a central message hub for bi-directional communication between your IoT application and the devices it manages IoT Edge is an IoT service that builds on top of IoT Hub. This service is meant for customers who want to analyze data on devices, or “at the edge,” instead of in the cloud.
        is an IoT service that builds on top of IoT Hub. This service is meant for customers who want to analyze data on devices, or “at the edge,” instead of in the cloud.
        Both the IoT Edge hub and the IoT Edge agent are modules, just like any other module running on an IoT Edge device.
        Both the IoT Edge hub and the IoT Edge agent are modules, just like any other module running on an IoT Edge device.
        : is responsible for instantiating modules, ensuring that they continue to run, and reporting the status of the modules back to IoT Hub. IoT Edge module : An IoT Edge module is a Docker container that you can deploy to IoT Edge devices.
        : An IoT Edge module is a Docker container that you can deploy to IoT Edge devices.
        Increasingly, almost all future IoT applications will involve the ability to process data on edge devices.
        Hence, the AI Edge Engineer functionality will involve running modules on Edge devices through containers


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