Intro to KubeEdge: Kubernetes Native Edge Computing Framework

Conference: KubeCon + CloudNativeCon North America 2021

2021-10-15

Authors: Kevin Wang, Yin Ding

Summary

The Sedna project provides an AI toolkit for age cloud collaboration and synergy mechanism for AI workloads. The project aims to simplify incremental learning and enhance the federation of federated learning to support more scenarios for the robotic SIG.

The Sedna project is an AI toolkit for age cloud collaboration and synergy mechanism for AI workloads
The project simplifies incremental learning and enhances the federation of federated learning to support more scenarios for the robotic SIG
The Sedna project helps achieve joint influencing for day-to-day AI workload and simplifies the model training upgrade iteration
The project focuses on API definition and the reference architecture as well as implementation relevant to the robotics ecosystem
The Sedna project may focus on containerizing some of the software including the iOS and the engageable
The project is used in the world's longest process C bridge to monitor metrics of the bridge itself and track traffic to generate emergency alerts
The Sedna project aims to achieve age cloud collaborative architecture or robot cloud collaborative architecture

The Sedna project is used in the world's longest process C bridge to monitor metrics of the bridge itself and track traffic to generate emergency alerts. All the sensors are implemented as the US mappers to decouple the underlying US from Tokyo with oblique issues so the age applications can just focus on analyzing based on the data collected or working on the AI model to generate some influencing results to send it to the cloud. In the cloud, they can achieve global monitoring, global metrics, and higher-level analysis based on the big data.

Abstract

KubeEdge is an open source edge computing framework that extends the power of kubernetes from central cloud to edge. Since moved to incubation level, KubeEdge made big progress on user adoption, community development, cross-community collaborations. In this talk, Kevin and Yin will review KubeEdge motivation, architecture; then go through latest updates on new features, user adoptions, SIG updates and new subprojects. After that Kevin and Yin will introduce where the project is heading to, updated project roadmap and how new contributors to get involved. There will be an open Q&A for attendees to ask questions.

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