Split fine-tuning divides a large language model (LLM) between a device and an edge server at the base station, with the front layers on the device and the remaining layers on the server. However, the device's limited thermal dissipation can easily cause graphics processing unit (GPU) overheating, which in turn increas...
The capacity and reliability of low Earth orbit (LEO) mega constellations is restricted by traditional point-to-point relaying due to resource constraints and frequent link interruptions. To address these challenges, we propose a multi-satellite coordinated relaying (MSCR) scheme. The ground station determines when to...
Jian-Hao Huang, J. Jiao, Qing-Xi Liu et al.· 2026 IEEE/CIC International...· 0 citations
The rapid evolution of swarm intelligence and edge computing has highlighted the potential of Uncrewed Aerial Vehicle (UAV) swarms for data-driven services. However, heterogeneous capabilities and time-varying communication conditions pose significant challenges for efficient resource orchestration. This letter propose...