Author

Fiona Sloothaak

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#machine learning Preprint Sep 2026

Learning Adaptive SED for heterogeneous load balancing

We study a two-server load balancing system with heterogeneous service rates that are a priori unknown to the dispatcher. The goal is to route customers according to the Shortest--Expected--Delay (SED) policy, but this requires knowledge of the service rates. Empirical policies that route based on estimates perform poo...

Sanne van Kempen, Jaron Sanders, Fiona Sloothaak et al. · 0 citations