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In-person + Virtual
16 -20 May
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Wednesday, May 18 • 10:00 - 10:15
Keynote: Incremental Deep Learning For Satellite with KubeEdge and MindSpore - Xiaoman Hu, Community Operation Director; Zhipeng Huang, Director of AI Open Source; Yue Bao, Software Engineer, Huawei

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Low Earth Orbit (LEO) has become a hot topic in recent years and KubeEdge has managed to bring the cloud native to the space. With several small research satellite equipped with KubeEdge, edge computing with AI was experimented at the furthest frontier. In this talk we will present how we combine KubeEdge Sedna, the cloud native edge machine learning suite, with TinyMS which is a high level API toolkit for MindSpore deep learning framework, to enable incremental learning at the satellite to accomplish tasks like remote sensing and earth observing. We will also discuss how utilize TinyMS that KubeEdge Sedna's semantics could be integrated as an integral part of AI framework.

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Speakers
avatar for Zhipeng Huang

Zhipeng Huang

Senior OpenSource Engineer, Director AI Open Source,, Huawei, Huawei
Zhipeng Huang currently serve as open source community manager for MindSpore. Zhipeng is now the TAC member of LFAI, TAC and Outreach member of the Confidential Computing Consortium, co-lead of the Kubernetes Policy WG, project lead of CNCF Security SIG, founder of the OpenStack Cyborg... Read More →
avatar for Xiaoman Hu

Xiaoman Hu

Community Operation Director, Huawei
Operation director of MindSpore in Huawei. Member of the Chinese Institute of Electronics experts, member of the Outreach Committee of the LF&AI Foundation, leader of the TinyMS open source project. Founder of MSG•Women in Tech. Served as a senior algorithm engineer of Autohome... Read More →
avatar for Yue Bao

Yue Bao

Software Engineer, Huawei
Yue Bao serves as a software engineer of Huawei Cloud. She is now working 100% on open source, focusing on lightweight edge and edge api-server for KubeEdge. Before that, Yue worked on Huawei Cloud Intelligent EdgeFabric Service and participated in multiple edge engineering projects... Read More →



Wednesday May 18, 2022 10:00 - 10:15 CEST
Pavilion 1 | Level 3 | Central Forum