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This is a Quantitative Study study.

October 20, 2025Open Access

Zero-Waiting Load Balancing with Heterogeneous Servers in Heavy Traffic

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Asymptotic zero waiting time is achievable under heavy traffic regimes with heterogeneous servers.
The queue length and service rate aware policy shows negative effects of server heterogeneity on waiting times.
The analysis utilizes Stein's method to establish performance bounds in high-dimensional systems without assumptions of exchangeability.
The study demonstrates efficient server utilization within a large-scale load balancing framework, marking a novel advancement in the field.

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Analysis shows zero waiting time in load balancing under heavy traffic with heterogeneous servers, indicating efficient management.

Liu et al. (2025) studied this question.

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