Zhang-Wen Lu

PipeTree: Decision Tree Partitioning for Efficient Inference on Programmable Switches

In recent years, there has been a growing trend in deploying machine learning models directly in the data plane, taking advantage of the high throughput and low latency offered by modern programmable switches to conduct various tasks such as line-rate traffic classification and anomaly detection. Among these models, de...