Semerikov, S.O. et al. 2025. Edge intelligence unleashed: a survey on deploying large language models in resource-constrained environments. Journal of Edge Computing. 4, 2 (Nov. 2025), 179–233. DOI:https://doi.org/10.55056/jec.1000.