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Research on Interference from 5G System to NGSO Satellite Constellation Based on K-means Clustering Read chapter Read first chapter

2021 | OriginalPaper | Chapter

Dynamic Priority-Based Computation Offloading for Integrated Maritime-Satellite Mobile Networks

Authors : Ailing Xiao, Haoting Chen, Sheng Wu, Li Ma, Fan Zhou, Dongchao Ma

Published in: Space Information Network

Publisher: Springer Singapore

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Abstract

In order to meet the increasing demand for delay-sensitive and computing-intensive applications of maritime users, we first propose an integrated satellite-maritime mobile edge computing framework. The framework considers a maritime mobile communication network consisting of maritime satellites and shipborne base stations, and maritime computation offloading coordinated by the terrestrial cloud and the shipborne edge servers. Secondly, we dynamically calculate the priority that characterizes the urgency of offloading tasks with reinforcement learning. Based on the dynamic priority, a maritime computation offloading method is proposed to optimize the system cost. Finally, simulation results verify the effectiveness and convergence of the proposed method in terms of offloading delay, user energy consumption, offloading response rate and average offloading cost.

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previous chapter Joint Scheduling of Spectrum and Storage Resources for Content Distribution in Space-Ground Integrated Information Network
next chapter Research on Invulnerability of Spatial Information Networks Based on Improved Jump-Range-Node Method
Literature
1.
Lytra, I., Vidal, M., Orlandi, F., et al.: A big data architecture for managing oceans of data and maritime applications. In: 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC), pp. 1216–1226 (2017)
2.
Feng, W., Tang, R., Ning, G.E.: Perspectives on coordinated satellite-terrestrial intelligent maritime communication networks. Telecommun. Sci., 1–15 (2020)
3.
Kim, Y., Song, Y., Lim, S., et al.: Hierarchical maritime radio networks for internet of maritime things. IEEE Access 7, 2169–3536 (2019)CrossRef
4.
Alwarafy, A., Al-Thelaya, K., Abdallah, M.: A survey on security and privacy issues in edge computing-assisted Internet of Things. IEEE IOT J., 1–1 (2020)
5.
Li, J., Gao, H., LV T, et al. Deep reinforcement learning based computation offloading and resource allocation for MEC. In: 2018 IEEE Wireless Communications and Networking Conference (WCNC), pp. 1–6 (2018)
6.
Wang, J., Hu, J., Min, G., et al.: Computation offloading in multi-access edge computing using a deep sequential model based on reinforcement learning. IEEE Commun. Mag. 57, 64–69 (2019)CrossRef
7.
Du, J., Zhao, L., Feng, J., et al.: Computation offloading and resource allocation in mixed fog/cloud computing systems with min-max fairness guarantee. IEEE Trans. Commun. 66, 1594–1608 (2018)CrossRef
8.
Huang, M., Liu, W., Wang, T., et al.: A cloud-MEC collaborative task offloading scheme with service orchestration. IEEE IOT J. 7, 5792–5805 (2019)
9.
Munasinghe, K.S., et al.: Traffic offloading 3-tiered SDN architecture for dense nets. IEEE Netw. 31, 56–62 (2017)CrossRef
10.
Hosseinzadeh, M., Tho, Q., Ali, S., et al.: A hybrid service selection and composition model for cloud-edge computing in the Internet of Things. IEEE Access 8, 85939–85949 (2020)CrossRef
11.
Xiao, A., Ge, N., Yin, L., et al.: Adaptive shipborne base station sleeping control for dynamic broadband maritime communications. In: 2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS), pp. 7–12 (2017)
12.
Teixeira, F.B., et al.: Enabling broadband internet access maritime using tethered balloons: the BLUECOM+ experience. IEEE OCEANS 2017, 1–7 (2017)
13.
Jo, S.W., Shim, W.S.: LTE-maritime: high-speed maritime wireless communication based on LTE technology. IEEE Access 7, 53172–53181 (2019)CrossRef
Metadata
Title
Dynamic Priority-Based Computation Offloading for Integrated Maritime-Satellite Mobile Networks
Authors
Ailing Xiao
Haoting Chen
Sheng Wu
Li Ma
Fan Zhou
Dongchao Ma
Copyright Year
2021
Publisher
Springer Singapore
Book
Space Information Network

Print ISBN: 978-981-16-1966-3

Electronic ISBN: 978-981-16-1967-0

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-16-1967-0_5

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