Quantum optimization provides a promising approach for solving large-scale combinatorial problems through quadratic unconstrained binary optimization (QUBO) formulations. However, integrating QUBO-based solvers into structured optimization frameworks while preserving solution guarantees remains a fundamental challenge....
Duong The Do, Jiaming Cheng, Duong Tung Nguyen· 0 citations
This paper examines the integrated generation and transmission expansion planning (IGTEP) problem in the presence of increasing power system demand, high penetration of renewable energy sources (RES), and growing electric vehicle (EV) charging loads. The proposed framework jointly optimizes investment and operational c...
Arash Baharvandi, D. Nguyen· IEEE Open Access Journal of...· 0 citations
This work presents a robust KV cache management framework for LLM serving that jointly optimizes GPU parallelism configuration, KV cache reservation per request class, request routing across heterogeneous serving groups, and prefix caching for shared prompts that incorporates latency SLO constraints and captures the in...
Jiaming Cheng, Duong The Do, D. Nguyen· arXiv.org· 1 citation· ⚡1
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