InfoQ

Enhancing A/B Testing at DoorDash with Multi-Armed Bandits

While experimentation is essential, traditional A/B testing can be excessively slow and expensive, according to DoorDash engineers Caixia Huang and Alex Weinstein. To address these limitations, they ...
EurekAlert!

BI-TE: Achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN

The privacy protection issue of multi-domain traffic engineering has always been a hot topic. Consider that domains from ...
IEEE

Solving the Problem of Vehicle Routing Problem With Time Window via Dual Adaptive Genetic Algorithm

Abstract: To address the Vehicle Routing Problem with Time Windows (VRPTW), this paper presents a novel Dual Adaptive Genetic Algorithm (DAGA). While numerous metaheuristic algorithms have been ...
IEEE

Reverse Engineering Segment Routing Policies and Link Costs With Inverse Reinforcement Learning and EM

Abstract: Network routing is a core functionality in computer networks that holds significant potential for integrating newly developed techniques with minimal software effort through the use of ...