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Blueprint species:

Use Case Attributes

Description

Informational

Type

New

 

Blueprint Family

Integrated Edge Cloud (IEC)

 

Use Case

AI Ecosystem

 

Blueprint proposed Name

IEC Type 4: AI oriented Internet Edge Stack for Integrated Edge Cloud (IEC) Blueprint Family

 

Initial POD Cost (capex)

N/A

 

Scale & Type


 

Applications

Video Processing for AutoDriving (especially training deep learning models)

 

Power and memory restrictions


 

Infrastructure orchestration

Need Geolocation correlation with deep learning model (the trained ones in binary format)

 

SDN

Calico and K8s, and Containers serving as client (a database to collect raw videos/video streams) and server side (a database for trained models in binary format)

 

Workload Type

Tensoflow, Keras containers

 

Additional Details

There are mainly 4 pieces:

  1. a database to collect raw videos/video streams
  2. tons of containers with various models on training
  3. a database for trained models in binary format
  4. a database for queries records and transactions of database mentioned in 1 and 3.

 

Proposed PTL: 



Contributors: 

Tina Tsou 


Committers: 

Wenhui Zhang

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