@@ -13,14 +13,14 @@ The SIG AI focuses on technical discussion, API definition, reference architectu
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@@ -13,14 +13,14 @@ The SIG AI focuses on technical discussion, API definition, reference architectu
- Integrate typical AI frameworks into KubeEdge, e.g., Tensorflow, Pytorch, PaddlePaddle and Mindspore etc.
- Integrate typical AI frameworks into KubeEdge, e.g., Tensorflow, Pytorch, PaddlePaddle and Mindspore etc.
- Integrate KubeFlow and ONNX into KubeEdge, to enable interoperability of edge models with diverse formats
- Integrate KubeFlow and ONNX into KubeEdge, to enable interoperability of edge models with diverse formats
- Cooperate with other open source communities, e.g., Akraino and LF AI
- Cooperate with other open source communities, e.g., Akraino and LF AI
1.Research**includes but not limited to**:
1.Synergy models research for AI workloads,**including but not limited to**:
- Cloud training and edge inference
- Cloud training and edge inference
- Incremental learning
- Edge-cloud-collaborative inference
- Edge-cloud-collaborative inference
- Knowledge distillation for the cloud and edge model
- Knowledge distillation for the cloud and edge model
- Federated learning
- Incremental learning
- Federated learning
- Edge model and dataset management
- Edge model and dataset management
1. Edge AI benchmarking relevant work, to identify most important dimensions when developing, evaluating Edge AI applications-and-services system:
1. Edge AI benchmarking relevant work, to help users identify most important dimensions when developing, evaluating Edge AI applications-and-services system:
- Provide Contextual Metrics
- Provide Contextual Metrics
- For typical Edge AI applications scenarios
- For typical Edge AI applications scenarios
- Provide Standardized Evaluation Settings
- Provide Standardized Evaluation Settings
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@@ -42,4 +42,4 @@ This SIG follows and adheres to the Roles and Organization Management outlined i
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@@ -42,4 +42,4 @@ This SIG follows and adheres to the Roles and Organization Management outlined i
- Ensure the agenda is populated 24 hours in advance of the meeting, or the meeting is then cancelled
- Ensure the agenda is populated 24 hours in advance of the meeting, or the meeting is then cancelled
- Report the SIG status at events and community meetings wherever possible
- Report the SIG status at events and community meetings wherever possible
- Actively promote diversity and inclusion in the SIG
- Actively promote diversity and inclusion in the SIG
- Uphold the KubeEdge Code of Conduct especially in terms of personal behavior and responsibility
- Uphold the KubeEdge Code of Conduct especially in terms of personal behavior and responsibility