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The AI Edge: Federated ML application at edge

The AI Edge: Federated ML application at edge

Owned by Tina Tsou (Deactivated)
Last updated: Mar 29, 2022 by haihui wang


Case AttributesDescriptionInformational
TypeNew 
Blueprint Family - Proposed NameThe AI Edge Blueprint Family
Use CaseFederated machine learning applications for edge devices
Blueprint proposed NameFederated ML application at edge
Initial POD Cost (capex)TBD
Scale & Type1 Arm/x86 server, unlimited Arm/x86 clients
Applications

Include but not limited to

  1. federated machine learning applications on smart mobile devices.
  2. federated machine learning applications on IoT devices. 

Power RestrictionsVaries
Infrastructure orchestrationThe cloud/network infrastructure: Containers, lightweight Kubernetes K3s, Kubernetes
ecosystem
Operating systems: Linux (CentOS, OpenEuler)
Container runtime Docker, KubeVirt for VMs
Workload TypeContainers/VMs
SDNFlannel for container networking
Additional DetailsNA

This Blueprint was approved by the TSC on 16 April 2020.

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 Nominations begin on 29 March 2021 and will conclude on 8 April 2021

Committer

Committer

Company

 Committer Contact Info

Committer Bio

Committer Picture

Self Nominate for PTL (Y/N)

Julie HanWeBank

siyanghan@webank.com




thorking

Inwinstackthor.c@inwinstack.com


Hechun Zhang

Individual

zhanghechun@gmail.com




dylan fanWeBankdylanfan@webank.com


zotrseeew maWeBankzotrseeewma@webank.com


mingchao tanWeBankmingchaotan@webank.com


hartin zhengWeBankhartinzheng@webank.com


sage weiWeBanksagewei@webank.com


yu wuWeBankyuwu@webank.com


weijing chenWeBankweijingchen@webank.com


jarvis zengWeBankjarviszeng@webank.com


kai dengWeBankkaideng@webank.com


nobs linWeBanknobslin@webank.com


jian chengWeBankjiancheng@webank.com


Henry Zhang

VMwarehenryzhang@vmware.com


haihui wangIBMhaihwang@cn.ibm.com



Contributor

Contributor

Company

 Contributor Info

Contributor Bio

Contributor Picture

Tina Tsou (Deactivated)

Armtina.tsou@arm.com

Hai Hui WangIBMhaihwang@cn.ibm.com


























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