{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:35:43Z","timestamp":1766471743169,"version":"3.48.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.23919\/cnsm67658.2025.11297444","type":"proceedings-article","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:40:10Z","timestamp":1766428810000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Towards Efficient Fine-Tuning of LLMs in Edge-to-Cloud Environments"],"prefix":"10.23919","author":[{"given":"Sertan","family":"Pekel","sequence":"first","affiliation":[{"name":"International Computer Institute, Ege University,İzmir,Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M\u00fcge","family":"Say\u0131t","sequence":"additional","affiliation":[{"name":"International Computer Institute, Ege University,İzmir,Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"Efficient training of large language models on distributed infrastructures: A survey","year":"2024","author":"Duan","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3524255"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2025.3527641"},{"volume-title":"Burstgpt: A real-world workload dataset to optimize llm serving systems","year":"2025","author":"Wang","key":"ref4"},{"volume-title":"Qualcomm snapdragon 8 gen 3 mobile platform","year":"2025","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"volume-title":"Characterization of large language model development in the datacenter","year":"2024","author":"Hu","key":"ref7"},{"volume-title":"Keep the general, inject the specific: Structured dialogue fine-tuning for knowledge injection without catastrophic forgetting","year":"2025","author":"Hong","key":"ref8"},{"volume-title":"A survey on inference engines for large language models: Perspectives on optimization and efficiency","year":"2025","author":"Park","key":"ref9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3651890.3672265"},{"volume-title":"Empirical guidelines for deploying llms onto resource-constrained edge devices","year":"2024","author":"Qin","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2023-Fall60731.2023.10333824"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3376419"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3650203.3663331"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS62655.2024.00099"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2024.3411104"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft64993.2025.11080575"}],"event":{"name":"2025 21st International Conference on Network and Service Management (CNSM)","start":{"date-parts":[[2025,10,27]]},"location":"Bologna, Italy","end":{"date-parts":[[2025,10,31]]}},"container-title":["2025 21st International Conference on Network and Service Management (CNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11297200\/11297407\/11297444.pdf?arnumber=11297444","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:33:06Z","timestamp":1766471586000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297444\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":17,"URL":"https:\/\/doi.org\/10.23919\/cnsm67658.2025.11297444","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}