From GPU to Microcontroller: Online Ridge Regression for Edge-Deployable Traffic Prediction

Suresh Purini, Archit Narwadkar, Deepak Gangadharan

State-of-the-art traffic flow forecasting models, including Graph Convolutional Networks and graph-less MLPs, require centralized GPU training across all sensors, making them impra…