Methodology for Distributed CNN Inference on IoT Edge Devices

• First approach for full distributed inference on IoT Edge nodes
• Pools memory resources of all devices in network

Input(s):

• IoT Nodes
• CNN

Main feature(s):

• Code Generation of Distributed CNN Inference Software
• Optimization

Output(s):

• CNN Inference Software

• Based on larger library, only larger Edge Devices supported
• Experimental, industrial adaption required

Providers of IoT Sensor Device Networks that want to integrate AI.

• Methodology published
• Code not open source