{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T06:23:59Z","timestamp":1761978239984,"version":"build-2065373602"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T00:00:00Z","timestamp":1755043200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T00:00:00Z","timestamp":1755043200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62322103"],"award-info":[{"award-number":["62322103"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,13]]},"DOI":"10.1109\/hpcc67675.2025.00062","type":"proceedings-article","created":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T17:09:09Z","timestamp":1761930549000},"page":"330-336","source":"Crossref","is-referenced-by-count":0,"title":["Green-Aware MAPPO: Energy-Efficient Task Scheduling for Multimodal Large Language Models in Multilayer Computing Power Networks"],"prefix":"10.1109","author":[{"given":"Manjun","family":"Zhang","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Yu","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuesong","family":"Qiu","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaoyong","family":"Guo","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/amm.291-294.1616"},{"journal-title":"Efficient large language models: A survey.","year":"2023","author":"Zhongwei","key":"ref2"},{"journal-title":"A survey on efficient inference for large language models.","year":"2024","author":"Zixuan","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2025.3528578"},{"key":"ref5","first-page":"24611","volume":"35","author":"Chao","year":"2022","journal-title":"The surprising effectiveness of ppo in cooperative multi-agent games."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3420755"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3664200"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3673038.3673080"},{"key":"ref9","first-page":"306","article-title":"Towards sustainable edge computing through renewable energy resources and online, distributed and predictive scheduling.","volume":"19.1","author":"Giovanni","year":"2021","journal-title":"IEEE Transactions on Network and Service Management"},{"key":"ref10","article-title":"A review on edge large language models: Design, execution, and applications.","volume":"57.8","author":"Yue","year":"2025","journal-title":"ACM Computing Surveys"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2024.103671"},{"key":"ref12","article-title":"Multi-Agent Hierarchical Graph Attention Ac-tor-Critic Reinforcement Learning.","volume":"27.1","author":"Tongyue","year":"2024","journal-title":"Entropy"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3421351"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3376550"},{"journal-title":"Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models.","year":"2025","author":"Guanghao","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2023.3339477"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2023.3266382"},{"key":"ref18","first-page":"601","article-title":"Online Collaborative Energy-Network Resource Scheduling for WPT-Enabled Green Edge Computing.","volume":"8.2","author":"Kai","year":"2023","journal-title":"IEEE Transactions on Green Communications and Networking"},{"key":"ref19","article-title":"Joint Communication and Computation Scheduling for MEC-Enabled AIGC Services Based on Generative Diffusion Model.","volume-title":"2024 22nd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","author":"Huaizhe","year":"2024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2516\/stet\/2024076"}],"event":{"name":"2025 IEEE International Conference on High Performance Computing and Communications (HPCC)","start":{"date-parts":[[2025,8,13]]},"location":"Exeter, United Kingdom","end":{"date-parts":[[2025,8,15]]}},"container-title":["2025 IEEE International Conference on High Performance Computing and Communications (HPCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11207229\/11207226\/11207496.pdf?arnumber=11207496","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T06:21:15Z","timestamp":1761978075000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11207496\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,13]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/hpcc67675.2025.00062","relation":{},"subject":[],"published":{"date-parts":[[2025,8,13]]}}}