SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate

Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov +4

Machine learning (ML) is increasingly being deployed in programmable data planes (switches and SmartNICs) to enable real-time traffic analysis, security monitoring, and in-network…