diff --git a/sig-ai/charter.md b/sig-ai/charter.md index 1e9747e7b4c7fcdee028772c124fb37a0384a408..ef36a1d2833b2692018d0300d0e0c4e3e6f61fc5 100644 --- a/sig-ai/charter.md +++ b/sig-ai/charter.md @@ -10,15 +10,26 @@ SIG AI is responsible to provide general platform capabilities based on KubeEdge #### Areas of Focus -- an edge-cloud collaborative AI framework based on KubeEdge -- with embed collaborative training and joint inference algorithm -- working with existing AI framework like Tensorflow, etc. +- work with existing AI framework, to enable it run better on KubeEdge, such as Tensorflow, PaddlePaddle, onnx etc. + - KubeEdge supports heterogeneous hardware, such as Ascend, Kunglun, Cambrian, and Rockchip. + - KubeEdge supports ONX models, such as tutorials. + - Cooperation with other open source communities, such as Akraino +- provide an **edge-cloud collaborative** AI framework based on KubeEdge capabilities +- research interest **include but not limited as follow**: + - cloud training and edge inferenceļ¼ integrationg with kubeflow + - incremental learning + - joint inference + - federated learning + - Knowledge distillation training model, which can be combined with join inference as a means of training large and small models. + - KubeEdgeFlow, extend KubeFlow capabilities to edge + ### Out of scope - to re-invent existing ML framework, i.e., tensorflow, pytorch, mindspore, etc. -- to re-invent existing edge platform, i.e., kubeedge, etc. +- to re-invent KubeEdge platform capability. - to offer domain/application-specific algorithms, i.e., facial recognition, text classification, etc. + ## Roles and Organization Management This SIG follows and adheres to the Roles and Organization Management outlined in KubeEdge Open Governance and opts-in to updates and modifications to KubeEdge Open Governance.