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Blueprint species:

Use Case Attributes

Description

Informational

Type

New

 

Blueprint Family

Integrated Edge Cloud (IEC)

 

Use Case

Safety and security

 

Blueprint proposed Name

IEC Type 3: Autonomous vehicles as the edge

 

Initial POD Cost (capex)

N/A

 

Scale & Type

One per vehicle

 

Applications

Video Processing for AutoDriving (especially training deep learning models)

  • lane guidance
  • safety and security applications
  • remote control

 

Power and memory restrictions

Autonoumous vehicles are power and memory constrained.

 

Infrastructure orchestration

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

 

SDN

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

 

Workload Type

  • Containers
  • VMs

 

Additional Details

Different bus connection: Ethernet, CANbus, etc.

 


Proposed PTL: 

Ken Yi


Contributors: 

@soshun Tina Tsou @soshun.arai@arm.com


Committers: 

Ken Yi 

Tina Tsou

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