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cs.NI2025
Constraint-Compliant Network Optimization through Large Language Models
Youngjin Song, Wookjin Lee, Hong Ki Kim +1
This work develops an LLM-based optimization framework ensuring strict constraint satisfaction in network optimization. While LLMs possess contextual reasoning capabilities, existi…
cs.NI2025
Autonomous Task Offloading of Vehicular Edge Computing with Parallel Computation Queues
Sungho Cho, Sung Il Choi, Seung Hyun Oh +2
This work considers a parallel task execution strategy in vehicular edge computing (VEC) networks, where edge servers are deployed along the roadside to process offloaded computati…