Author

Xiaoqi Tan

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Preprint Sep 2026

Beyond a Single Optimal Design: A Dynamical Systems Characterization of Online Allocation with Convex Costs

Using a principled dynamical-systems approach, it is shown that optimal online algorithms arise as solutions of a nonlinear eigenvalue problem: the optimal competitive ratio corresponds to the dominant eigenvalue, and the associated eigenfunction determines the optimal reserve function.

Hao-Xin Sang, Bo Sun, Xiao-Qi Tan · 0 citations

Preprint Aug 2026

Data-Driven Online Slice Admission Control and Resource Allocation in NextG Mobile Networks

This work introduces Online Pricing-based Slice Admission Control and Resource Allocation (OPA) framework, which dynamically assigns pseudo-prices to resources that capture long-term scarcity and anticipated inter-temporal opportunity costs and designs an exponential pricing strategy that guarantees bounded worst-case...

Muhammad Sulaiman, Bo Sun, M. A. Salahuddin et al. · 0 citations