The AI Edge: Federated ML application at edge

The AI Edge: Federated ML application at edge

 

Case Attributes

Description

Informational

Case Attributes

Description

Informational

Type

New 

 

Blueprint Family - Proposed Name

The AI Edge Blueprint Family

 

Use Case

Federated machine learning applications for edge devices

 

Blueprint proposed Name

Federated ML application at edge

 

Initial POD Cost (capex)

TBD

 

Scale & Type

1 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 Restrictions

Varies

 

Infrastructure orchestration

The cloud/network infrastructure: Containers, lightweight Kubernetes K3s, Kubernetes
ecosystem
Operating systems: Linux (CentOS, OpenEuler)
Container runtime Docker, KubeVirt for VMs

 

Workload Type

Containers/VMs

 

SDN

Flannel for container networking

 

Additional Details

NA

 

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 Han

WeBank

siyanghan@webank.com

 

 

 

@thorking

Inwinstack

thor.c@inwinstack.com

 

 

 

@Hechun Zhang

Individual

zhanghechun@gmail.com

 

 

 

dylan fan

WeBank

dylanfan@webank.com

 

 

 

zotrseeew ma

WeBank

zotrseeewma@webank.com

 

 

 

mingchao tan

WeBank

mingchaotan@webank.com

 

 

 

hartin zheng

WeBank

hartinzheng@webank.com

 

 

 

sage wei

WeBank

sagewei@webank.com

 

 

 

yu wu

WeBank

yuwu@webank.com

 

 

 

weijing chen

WeBank

weijingchen@webank.com

 

 

 

jarvis zeng

WeBank

jarviszeng@webank.com

 

 

 

kai deng

WeBank

kaideng@webank.com

 

 

 

nobs lin

WeBank

nobslin@webank.com

 

 

 

jian cheng

WeBank

jiancheng@webank.com

 

 

 

@Henry Zhang

VMware

henryzhang@vmware.com

 

 

 

@haihui wang

IBM

haihwang@cn.ibm.com

 

 

 

 

Contributor

Contributor

Company

 Contributor Info

Contributor Bio

Contributor Picture

@Tina Tsou (Deactivated)

Arm

tina.tsou@arm.com

 

 

Hai Hui Wang

IBM

haihwang@cn.ibm.com