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Real-World Edge Computing

You're reading from   Real-World Edge Computing Scale, secure, and succeed in the realm of edge computing with Open Horizon

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781835885840
Length 296 pages
Edition 1st Edition
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Authors (2):
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Robert High Robert High
Author Profile Icon Robert High
Robert High
Sanjeev Gupta Sanjeev Gupta
Author Profile Icon Sanjeev Gupta
Sanjeev Gupta
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Toc

Table of Contents (24) Chapters Close

Preface 1. Part 1: Managing the Edge FREE CHAPTER
2. Chapter 1: Fundamentals of Edge Computing 3. Chapter 2: Practicalities of Edge Computing 4. Chapter 3: Designing and Building Edge Software 5. Chapter 4: Edge Container Platforms 6. Chapter 5: Application Placement and Life Cycle Management 7. Part 2: Working on the Edge
8. Chapter 6: Installing an Edge Agent on an Edge Node 9. Chapter 7: Registering an Edge Node 10. Chapter 8: Using the Open Horizon CLI and API 11. Chapter 9: Autonomous and Flexible Management of Edge Services 12. Chapter 10: Managing Edge Scale with Policy-Based Workload Placement 13. Part 3: Advancing the Edge System
14. Chapter 11: Machine Learning Workload and Model Deployment 15. Chapter 12: Security at the Edge 16. Chapter 13: Network Connectivity at the Edge 17. Part 4: Edge Management in Practice
18. Chapter 14: Building a Real-World Example Application 19. Chapter 15: Troubleshooting at the Edge 20. Chapter 16: Follow-on Topics 21. Chapter 17: Using the IBM Edge Application Manager Web UI 22. Index 23. Other Books You May Enjoy

Publishing a model file to an Edge node

Now that we have deployed and verified service-mms, which can receive and process incoming MMS-published model files, we are all set to publish the model file and see it in action:

  1. Let’s go ahead and publish using model policy metadata and a simple model file having JSON content:
    hzn mms object publish -m service-mms-publish.json -f test_mms.json

    You should see the following output:

    Digital sign with SHA1 will be performed for data integrity. It will delay the MMS object publish.
    Start hashing the file...
    Data hash is generated. Start digital signing with the data hash...
    Digital sign finished.
    Object test_mms.json added to org myorg in the Model Management Service
  2. Publishing may go through several stages. You may view them using the following command:
    hzn mms object list -t testmms

    Your output should be like this as the published model file goes through several stages:

    Listing objects in org myorg:
    [
      {
       ...
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