{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T22:01:51Z","timestamp":1757628111078,"version":"3.44.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key R&D Program of China","doi-asserted-by":"publisher","award":["2023YFB3106900"],"award-info":[{"award-number":["2023YFB3106900"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172083,62032013,62471121"],"award-info":[{"award-number":["62172083,62032013,62471121"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,2]]},"DOI":"10.1109\/iwqos65803.2025.11143425","type":"proceedings-article","created":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T17:29:52Z","timestamp":1757438992000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["LLMCatalyst: A Novel Incentive Mechanism for Client-Assisted Foundation Model Training"],"prefix":"10.1109","author":[{"given":"Rongfei","family":"Zeng","sequence":"first","affiliation":[{"name":"Software College, Northeastern University"}]},{"given":"Mingyang","family":"Zhao","sequence":"additional","affiliation":[{"name":"Software College, Northeastern University"}]},{"given":"Jinpeng","family":"Han","sequence":"additional","affiliation":[{"name":"Software College, Northeastern University"}]},{"given":"Yuanguo","family":"Bi","sequence":"additional","affiliation":[{"name":"Northeastern University,Department of Computer Science"}]},{"given":"Xingwei","family":"Wang","sequence":"additional","affiliation":[{"name":"Northeastern University,Department of Computer Science"}]}],"member":"263","reference":[{"key":"ref1","article-title":"How Good Are Lowbit Quantized LLaMA3 Models? An Empirical Study","author":"Huang","year":"2024","journal-title":"arXiv preprint"},{"key":"ref2","article-title":"Learning Transferable Visual Models From Natural Language Supervision","author":"Radford","year":"2021","journal-title":"arXiv preprint"},{"key":"ref3","author":"Brown","year":"2020","journal-title":"Language Models are Few-Shot Learners"},{"key":"ref5","article-title":"FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs","author":"Tang","year":"2023","journal-title":"arXiv preprint"},{"key":"ref6","article-title":"Swarm Parallelism: Training Large Models can be Surprisingly Communicationefficient","author":"Ryabinin","year":"2023","journal-title":"arXiv preprint"},{"key":"ref7","article-title":"Towards Crowdsourced Training of Large Neural Networks Using Decentralized Mixture-of-Experts","author":"Ryabinin","year":"2020","journal-title":"Proc. of Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref8","article-title":"CocktailSGD: Finetuning Foundation Models over 500Mbps Networks","volume-title":"Proc. of PMLR International Conference on Machine Learning (ICML)","author":"Wang","year":"2023"},{"key":"ref9","article-title":"Fine-tuning Language Models over Slow Networks Using Activation Quantization with Guarantees","author":"Wang","year":"2022","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref10","article-title":"Decentralized Training of Foundation Models in Heterogeneous Environments","author":"Yuan","year":"2022","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218655"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3072129"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218425"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.112.2100706"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS47774.2020.00094"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1287\/moor.6.1.58"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3419188"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3320104"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621352"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/infocom53939.2023.10229079"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2006.882904"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3376792"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671897"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3169347"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352628"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3637868"},{"key":"ref29","article-title":"MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs","author":"Jiang","year":"2024","journal-title":"Proc. of USENIX NSDI"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2829506"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2983688"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.106"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3651890.3672228"}],"event":{"name":"2025 IEEE\/ACM International Symposium on Quality of Service (IWQoS)","location":"Gold Coast, Australia","start":{"date-parts":[[2025,7,2]]},"end":{"date-parts":[[2025,7,4]]}},"container-title":["2025 IEEE\/ACM 33rd International Symposium on Quality of Service (IWQoS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11143240\/11143247\/11143425.pdf?arnumber=11143425","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T05:50:25Z","timestamp":1757483425000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11143425\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,2]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/iwqos65803.2025.11143425","relation":{},"subject":[],"published":{"date-parts":[[2025,7,2]]}}}