Resource Management for Cooperative Service Offering with a Generalized Service-Centric Model

Xuan Wu, Yang Huang*, Zhen Gao

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The development of the Internet of Things (IoT) witnesses a growing number of intelligent services. Nevertheless, the IoT devices can suffer from limited energy supply and computing ability. Reminiscent of the concept of multi-access edge computing and ubiquitous computing, IoT devices can share the network resources and cooperate to offer intelligent services. Nevertheless, state-of-the-art models for resource optimization cannot fully characterize the requirement of services. Therefore, we propose a novel generalized service-centric model for resource allocation optimization in the presence of cooperative service offering. Based on the model, a joint network resource allocation and device scheduling optimization is investigated. This problem is shown to be a mixed integer non-linear programming (MINLP) problem. To solve the problem, alternating optimization is integrated with the Hungarian method, where the device scheduling optimization suffers from the cubic complexity. Simulation results illustrate that the proposed service-centric optimization model can significantly reduce the overall energy consumption, as well as the slope of average energy consumption in the presence of an increasing number of tasks.

源语言英语
主期刊名2022 IEEE/CIC International Conference on Communications in China, ICCC 2022
出版商Institute of Electrical and Electronics Engineers Inc.
944-949
页数6
ISBN(电子版)9781665484800
DOI
出版状态已出版 - 2022
活动2022 IEEE/CIC International Conference on Communications in China, ICCC 2022 - Sanshui, Foshan, 中国
期限: 11 8月 202213 8月 2022

出版系列

姓名2022 IEEE/CIC International Conference on Communications in China, ICCC 2022

会议

会议2022 IEEE/CIC International Conference on Communications in China, ICCC 2022
国家/地区中国
Sanshui, Foshan
时期11/08/2213/08/22

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引用此

Wu, X., Huang, Y., & Gao, Z. (2022). Resource Management for Cooperative Service Offering with a Generalized Service-Centric Model. 在 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022 (页码 944-949). (2022 IEEE/CIC International Conference on Communications in China, ICCC 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCC55456.2022.9880825