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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 ...
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 ...
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 ...