Mixed-Clairvoyance Task Offloading and Scheduling in Multi-access Edge Computing Systems: From Combinatorial Optimization to Machine Learning

多访问边缘计算系统中的混合千里眼任务卸载和调度：从组合优化到机器学习

• 批准号: 20K19794
• 负责人: Chiang Yi-Han
• 金额: $ 2.66万
• 依托单位: Osaka Metropolitan University (2022)Osaka Prefecture University (2020-2021)
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Early-Career Scientists
• 财政年份: 2020
• 资助国家: 日本
• 起止时间: 2020-04-01 至 2023-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-20K19794/
• 关键词: エッジコンピューティング; IoT; 情報鮮度; Edge computing; Internet of Things; Age of information; Serverless computing; Information freshness; Task offloading; Task scheduling; Deep learning; Nonlinear programming; Edge Computing; Task Offloading; Task Sched

项目成果

モバイルSINETを用いた連合学習の性能に関する実証実験

基于移动SINET的联邦学习性能验证实验

• 发表时间: 2023
• 作者: 玉柏昌大;寺井広大;江易翰;林海;計宇生
• 通讯作者: 計宇生

Resource Allocation for Multi-access Edge Computing with Coordinated Multi-Point Reception

• DOI: 10.1109/wcnc45663.2020.9120778
• 发表时间: 2020-05
• 期刊: 2020 IEEE Wireless Communications and Networking Conference (WCNC)
• 作者: Jian-Jyun Hung;W. Liao;Yi-Han Chiang

Software-Defined Maritime Fog Computing: Architecture, Advantages, and Feasibility

软件定义的海事雾计算：架构、优势和可行性

• DOI: 10.1109/mnet.003.2100433
• 发表时间: 2022
• 期刊: IEEE Network
• 影响因子: 9.3
• 作者: Zhu Chao;Zhang Wenjun;Chiang Yi-Han;Ye Neng;Du Lei;An Jianping
• 通讯作者: An Jianping

Energy Harvesting Aware Client Selection for Over-the-Air Federated Learning

• DOI: 10.1109/globecom48099.2022.10001136
• 发表时间: 2022-12
• 期刊: GLOBECOM 2022 - 2022 IEEE Global Communications Conference
• 作者: Caijuan Chen;Yi-Han Chiang;Hai Lin;John C.S. Lui;Yusheng Ji

Timely Information Updates for the Internet of Things with Serverless Computing

• DOI: 10.1109/icc42927.2021.9500618
• 发表时间: 2021-06
• 期刊: ICC 2021 - IEEE International Conference on Communications
• 作者: Sonori Wakisaka;Yi-Han Chiang;Hai-Hsing Lin;Yusheng Ji