Add GIP-MI reliability framework example reference

[niuchaoyu]

This PR adds a reference to the GIP-MI reliability solution discussed in kubeedge/kubeedge#6607.

[kubeedge-bot]

Welcome @niuchaoyu! It looks like this is your first PR to kubeedge/examples 🎉

[gemini-code-assist]

Summary of Changes

Hello @niuchaoyu, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request integrates documentation for the GIP-MI reliability framework, providing an example reference for software aging prediction and node rejuvenation within the KubeEdge ecosystem. It serves as an introductory guide to the framework's core components and directs users to the complete implementation and related discussions.

Highlights

• New Reliability Example: Introduces a new README.md file under reliability/GIP-MI-demo/ that outlines the GIP-MI framework for software aging prediction and node rejuvenation within KubeEdge.
• GIP-MI Framework Details: The README.md details the GIP-MI framework's features, including the GCN-Informer model for prediction, ParNet for state determination, and MOEA/D-IFM for task offloading.
• External Reference: A link to the full implementation repository and a reference to KubeEdge Issue #6607 are provided for further details.

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[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by: niuchaoyu
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[gemini-code-assist]

Code Review

This pull request adds a README file for the GIP-MI reliability framework example. The content is clear and provides a good overview. I have a couple of suggestions to improve the readability and user experience of the markdown file by making references into clickable links with descriptive text.

[fujitatomoya]

thank you for your contribution interest.

actually i have concerns about accepting this PR: (i am not a maintainer of this repository, but this could be applied in general for oss project management.)

• External code reference: The kubeedge/examples repository maintains example code directly, not references to external repositories. This ensures maintainability and that examples remain functional.
• Maintainability: Code hosted in personal repositories can break or disappear without notice, and maintainers cannot fix issues.
• Scope: Examples here typically demonstrate core KubeEdge features (device mappers, edge applications, etc.).

what do you think... ? @niuchaoyu @Shelley-BaoYue

[niuchaoyu]

thank you for your contribution interest.

actually i have concerns about accepting this PR: (i am not a maintainer of this repository, but this could be applied in general for oss project management.)

• External code reference: The kubeedge/examples repository maintains example code directly, not references to external repositories. This ensures maintainability and that examples remain functional.
• Maintainability: Code hosted in personal repositories can break or disappear without notice, and maintainers cannot fix issues.
• Scope: Examples here typically demonstrate core KubeEdge features (device mappers, edge applications, etc.).

what do you think... ? @niuchaoyu @Shelley-BaoYue

Hi @fujitatomoya, thank you for the feedback. You are absolutely right.

I agree that relying on an external repository is not ideal for long-term maintainability and consistency.
Since the source code itself is lightweight and fits within the repository scope, I will update this PR to include the actual implementation code (Python scripts and configuration files) directly into this folder, rather than just a reference.

I will push the updates shortly. Thanks for guiding me to follow the best practices!