33 citations · 61 across the 7 of their papers we have counts for
7 papers
Develop End-to-End Anomaly Detection System
Emanuele Mengoli, Zhiyuan Yao, Wutao Wei
Anomaly detection plays a crucial role in ensuring network robustness. However, implementing intelligent alerting systems becomes a challenge when considering scenarios in which an…
Efficient Data-Driven Network Functions
Zhiyuan Yao, Yoann Desmouceaux, Juan-Antonio Cordero-Fuertes +2
Cloud environments require dynamic and adaptive networking policies. It is preferred to use heuristics over advanced learning algorithms in Virtual Network Functions (VNFs) in prod…
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center
Zhiyuan Yao, Zihan Ding, Thomas Clausen
This paper presents the network load balancing problem, a challenging real-world task for multi-agent reinforcement learning (MARL) methods. Traditional heuristic solutions like We…
Charon: Load-Aware Load-Balancing in P4
Carmine Rizzi, Zhiyuan Yao, Yoann Desmouceaux +2
Load-Balancers play an important role in data centers as they distribute network flows across application servers and guarantee per-connection consistency. It is hard however to ma…
Reinforced Workload Distribution Fairness
Zhiyuan Yao, Zihan Ding, Thomas Heide Clausen
Network load balancers are central components in data centers, that distributes workloads across multiple servers and thereby contribute to offering scalable services. However, whe…
Towards Intelligent Load Balancing in Data Centers
Zhiyuan Yao, Yoann Desmouceaux, Mark Townsley +1
Network load balancers are important components in data centers to provide scalable services. Workload distribution algorithms are based on heuristics, e.g., Equal-Cost Multi-Path…
Security Issues in the Optimized Link State Routing Protocol Version 2 (OLSRV2)
Ulrich Herberg, Thomas Clausen
Mobile Ad hoc NETworks (MANETs) are leaving the confines of research laboratories, to find place in real-world deployments. Outside specialized domains (military, vehicular, etc.),…