Collaborative Knowledge Distillation and Reinforcement Learning for Automated Ticket Triage in Large-Scale Production Systems
CoTriage is presented, a practical and scalable end-to-end automated ticket triage system, designed and deployed for real-world industrial scenarios and reduces the average triage time to 15.0 seconds and significantly enhances operational efficiency and accelerating incident resolution in practice.