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October 31 - November 1 - Co-Located Events
October 28-30 - Conference
Lyon Convention Centre - Lyon, France
More information for Open Source Summit + Embedded Linux Conference Europe 2019
Wednesday, October 30 • 17:05 - 17:40
Distributed ML on Unikernels for IoT - Hiroshi Doyu, Ericsson

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Machine Learning (ML) has been happening only in Cloud and some inference on Edge. But there's quite few ML happening in IoT where Linux cannot fit. This area is called TinyML. In order to democratize ML in IoT, I propose TinyML as-a-Service, which would bring ML onto microcontrollers with 3 enablers, (1) Unikernel, (2) ML compiler and (3) CoAP. In this session, I'll explain our end-to-end experiment of how we tackled to bring ML onto Edge & microcontrollers, show demo and also discuss future possibilites. The audience are not expected much. The following links may be helpful if you discuss this session deeper but I'll explain them, anyway;) Enjoy!! #tinymlaas
 
Resources:
Any further discussion would be really apprecaited;)

Speakers
avatar for Hiroshi Doyu

Hiroshi Doyu

Senior Researcher, Ericsson
A kernel developer tunred into a telecom researcher. Hiroshi used to work on Linux ARM kernel, especially maintaining IOMMU/SMMU of Nvidia Tegra SoC. Currently he's exploring Unikernel(MirageOS) and Machine Learning for IoT.



Wednesday October 30, 2019 17:05 - 17:40
Roseraie 1 & 2
  • Session Slides Included Yes