21 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
5 papers
Netkit: Specializing Linux Packet Delivery for Container Networks
Daniel Borkmann, Paul Chaignon
Cloud-native microservices architectures rely on network namespaces for isolation, with the overhead of container communications remaining a critical performance bottleneck. While…
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…
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…
The Maximum Common Subgraph Problem: A Portfolio Approach
Andrea Marcelli, Stefano Quer, Giovanni Squillero
The Maximum Common Subgraph is a computationally challenging problem with countless practical applications. Even if it has been long proven NP-hard, its importance still motivates…