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cs.IT2026
Spectral Graph Analysis for Predicting QoE Fairness Sensitivity in Wireless Communication Networks
Xinke Jian, Zhiyuan Ren, Wenchi Cheng
The evaluation of Quality of Experience (QoE) fairness depends not only on its current state but, more critically, on its sensitivity to changes in Service Level Agreement (SLA) pa…
cs.IT2025
A Copula-based Semantics-Structure Minimization Framework for QoS Guaranteed Wireless Communications
Xinke Jian, Zhiyuan Ren, Wenchi Cheng
Current empirically driven research on semantic communication lacks a unified theoretical foundation, preventing quantifiable Quality of Service guarantees, particularly for transm…
cs.IT2025
The Landscape of Fairness: An Axiomatic and Predictive Framework for Network QoE Sensitivity
Zhiyuan Ren, Xinke Jian, Wenchi Cheng +1
Evaluating network-wide fairness is challenging because it is not a static property but one highly sensitive to Service Level Agreement (SLA) parameters. This paper introduces a co…