Schedule or Wait: Age-Minimization for IoT Big Data Processing in MEC via Online Learning

Author:

Xu Zichuan1,Ren Wenhao1,Liang Weifa2,Xu Wenzheng3,Xia Qiufen4,Zhou Pan5,Li Mingchu1

Affiliation:

1. Dalian University of Technology,School of Software,Dalian,China,116621

2. City University of Hong Kong,Department of Computer Science,Hong Kong

3. Sichuan University,College of Computer Science,Chengdu,China,610065

4. Dalian University of Technology,International School of Information Science and Engineering,Dalian,China,116621

5. Huazhong University of Science and Technology,Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering,Wuhan,China,430074

Funder

National Natural Science Foundation of China

Australian Research Council

University of Hong Kong

Publisher

IEEE

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1. Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. AoI-Aware, Digital Twin-Empowered IoT Query Services in Mobile Edge Computing;IEEE/ACM Transactions on Networking;2024-08

3. Cooperative Model Dissemination Strategy for Hierarchical Clustering Learning in Edge Computing;2024 IEEE Wireless Communications and Networking Conference (WCNC);2024-04-21

4. Wait for Fresh Data? Digital Twin Empowered IoT Services in Edge Computing;2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS);2023-09-25

5. Utility Maximization Based Trade-Off Policy for MEC-Enabled NB-IoT Networks in Smart Cities;2023 IEEE International Conference on Smart Internet of Things (SmartIoT);2023-08-25

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