Xiao Zhang

Certified Streaming Updates for Machine Learning Models under Limited Throughput.

The rapid growth of real-time data acquisition creates a critical demand for streaming machine learning at the edge to enhance application performance; however, the sheer magnitude of incoming data often overwhelms the modest computational resources of edge hardware. Consider autonomous vehicle condition recognition, w...