2 papers
cs.NI2026
NeuroRisk: Physics-Informed Neural Optimization for Risk-Aware Traffic Engineering
Yingming Mao, Ximeng Liu, Jingyi Cheng +8
In production Wide-Area Networks (WANs), correlated failures dominate availability losses, forcing operators to reserve large safety margins that leave substantial capacity underut…
cs.NI2025
Zeropod: Simplifying Datacenter Networking with Future-Proof Zero-Buffer Packet Switches
Cong Liang, Jing Cheng, Mowei Wang +3
With the rapid growth of traffic volume in datacenter networks (DCNs), packet switches suffer from insufficient switching chip capacity and difficulties in transmission control, ma…