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Wednesday, December 2 • 13:20 - 14:10
Building Edge AI Stack and AI-aaS in Cloud Native Way - Yin Ding, Futurewei
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Edge computing is becoming the way data is being handled to reduce unnecessary data transfer, better latency and data security considerations. To bring AI to the Edge and provide AI as a Service (AI-aaS), AI edge stack should provide Edge ML platforms, libraries, computing, and edge data platforms. This talk will describe how to build Cloud Native Edge Stack service framework based on Kubedge (a CNCF Sandbox project), providing an edge-cloud collaborative AI service. It shares the details of edge AI stack architecture and design, edge-cloud application deployment, collaborative model management, dataset management etc. The work is part of Akraino KubeEdge Service Blueprint open source project. A demo will be also detailed to show case mobile device offloading, collaborative training (aka federated learning) can be easily achieved using the stack. The future roadmap will also be shared.


Yin Ding

Software Engineering Manager, Google
Yin Ding is an Engineering Manager at Google, leading Kubernetes Hardening team. He has more than 15 years of experiences in the large scale and distributed computing area. He has led numerous cloud native efforts and projects in house, and also been an active member of open source... Read More →

Wednesday December 2, 2020 13:20 - 14:10 JST
Virtual 3
  AI/ML/DL, AI on the Edge