IEC Type 5: AI on the edge for Integrated Edge Cloud (IEC) Blueprint Family

ai (1).pptx Blueprint species:

Use Case Attributes	Description	Informational
Type	New
Blueprint Family	Integrated Edge Cloud (IEC)
Use Case	Safety and security, surveillance AI for IoT
Blueprint proposed Name	IEC Type 5: AI on the edge
Initial POD Cost (capex)	N/A
Scale & Type	One per community
Applications	Training deep learning models for IoT devices
Power and memory restrictions	IoT devices are power and memory constrained.
Infrastructure orchestration	Need IoT device ID 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 data streams) and server/client (a database for trained models in binary format)
Dataplane	VPP
Workload Type	Containers (Tensoflow, Keras containers) VMs
Additional Details	There are mainly 4 pieces: a database to collect raw data streams tons of containers with various models on training a database for trained models in binary format, and predicted result in JSON format a database for queries records and transactions of database mentioned in 1 and 3.

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