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Case Attributes

Description

Informational

Type

New


Blueprint Family

KubeEdge Edge Service


Use Case

Facial emotion recognition task offloading to edge node


Blueprint proposed Name

ML Inference Offloading


Initial POD Cost (capex)

Less than 100KUSD


Scale & Type

1 x86 server

With Nvidia Tesla P4/T4 GPUs


Applications

Deep learning models(facial expression) offload from mobile device to Edge


Power Restrictions

Varies


Infrastructure orchestration

Docker 18.09

OS – Ubuntu18.04

Python 3.5 ~3.7

CUDA>10.1

GPU driver release 19.03


PaaS

KubeEdge, Kubernetes


SDN

N/A

Workload Type

Containers


Additional Details

N/A

Committers

As per the Akraino Community process and directed by TSC, a blueprint which has only one nominee for Project Technical Lead (PTL) will be the elected lead once at least one committer seconds the nomination after the close of nominations.  If there are two or more, an election will take place.

Self Nomination began on 23 April 2020 and will continue until 29 AprilYin Ding of Futurewei is the PTL (1 May 2020 - 30 April 2021).


Committer

Committer

Company

 Committer Contact Info

Committer Bio

Committer Picture

Self Nominate for PTL (Y/N)

Jane ShenFuturewei jane.shen@futurewei.com


Yin DingFutureweiyin.ding@futurewei.com

Y
Tina TsouARMtina.tsou@arm.com


Xuan JiaChina Mobilejiaxuan@chinamobile.com


Jiafeng ZhuFutureweijiafeng.zhu@futurewei.com


Hanyu DingChina Mobiledinghanyu@chinamobile.com


Jeff BrowerSignalogicjbrower@signalogic.com


Cindy XingMicrosoftcixing@microsoft.com


Hao XuFutureweihxu1@futurewei.com


Contributors

Contributor

Contributor

Company

 Contributor Contact Info

Contributor Bio

Contributor Picture

May Chen















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