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Real-World Edge Computing
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In this chapter, you learned about how to asynchronously and securely deliver an ML model to Edge nodes without stopping the running service. We also covered the steps for setting up a container that can be optionally deployed by simply modifying the node-policy
property, publishing a model file, and retrieving that at the Edge. The service-mms
example service was kept simple as a shell script so that you could easily understand the steps involved. You also got the opportunity to practice hzn mms
commands with various subcommand options. In Chapter 14, Building a Real-World Example Application, we will use the MMS concept presented here to build an ML-based application that detects objects in a video stream.
But first, let’s delve deeper into the features Open Horizon provides to help you protect your edge computing solution in the next chapter.