2 papers
cs.NI2026
The Surprising Effectiveness of LLMs in BGP Security: Mining An Unprecedented Amount of Incidents and Boosting Anomaly Detection
Libin Liu, Wenzhou Yang, Li Chen +2
Border Gateway Protocol (BGP) security is critical to Internet infrastructure, yet progress in routing anomaly detection has been limited by the scarcity of publicly available inci…
cs.NI2026
Human-Less LLM Serving: Quantifying the Human Tax on Throughput
Jianhui Lian, Li Chen, Dan Li +1
Every major LLM serving system is designed to meet TTFT and TPOT SLOs. These metrics capture latency as a human user perceives it, and the mechanisms built to satisfy them are now…