Zimu Zheng

[Feature] KubeEdge SIG AI: Benchmarks for Edge-cloud Collaborative Lifelong Learning

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**Background**: The KubeEdge SIG AI is chartered to facilitate Edge AI applications with KubeEdge. An overview of SIG AI activities can be found in this [charter](https://github.com/kubeedge/community/blob/master/sig-ai/charter.md). KubeEdge-Sedna has released the...

The module of task allocation is missing in lifelong learning and multi-task learning

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**What should be cleaned up or changed**: Add a module of task allocation and move related codes from task mining to task allocation. **Why is this needed**: In multi-task learning,...

Cloud-Robotic AI Benchmarking for Edge-cloud Collaborative Lifelong Learning

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**What would you like to be added/modified**: Based on real-world datasets provided by industry members of KubeEdge SIG AI, the issue aims to build a lifelong learning benchmarking on KubeEdge-Ianvs....

Domain-Specific Large Model Benchmarking Based on KubeEdge-Ianvs

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**What would you like to be added/modified**: Based on existing datasets, the issue aims to build a benchmark for domain-specific large models on KubeEdge-Ianvs. Namely, it aims to help all...

Ianvs documents fails to update with Readthedoc website

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**What happened**: Several documents have been committed but the Readthedoc website does not update. **What you expected to happen**: Documents updated accordingly. **How to reproduce it (as minimally and precisely...

Fix Sphinx bugs to enable readthedocs

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**What type of PR is this?** /kind bug **What this PR does / why we need it**: There are configuration and package-absent errors that are fixed with Sphinx codes in...

Domain-specific large model benchmarks: the edge perspective

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What would you like to be added/modified: The issue aims to build an advanced benchmark for edge-oriented domain-specific large models on KubeEdge-Ianvs. It aims to help all Edge AI application...