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2022 | OriginalPaper | Chapter

1. Introduction

Authors : Ying Chen, Ning Zhang, Yuan Wu, Sherman Shen

Published in: Energy Efficient Computation Offloading in Mobile Edge Computing

Publisher: Springer International Publishing

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Abstract

With the development of mobile computing technology and the popularization of smart mobile devices, computation-intensive applications have been widely-deployed and gained more and more attention. Although the development of mobile devices and mobile applications have brought great convenience to people’s production and life, it has also lead to some new issues. Due to the resource limitations of mobile devices, such as limited battery capacity and limited computing resources, mobile devices can offload some computing tasks to the cloud for processing. But cloud centers are generally far away from mobile devices. Therefore, offloading tasks from mobile devices to the cloud incurs a lot of power consumption and large latency. The emerging mobile edge computing (MEC) effectively solves this problem. This book focuses on the energy efficiency of computation offloading in mobile edge computing, and proposes the energy-efficient computation offloading solutions. Since the wireless channel state and task request arrival process are stochastic and dynamic, designing a dynamic and energy-efficient task offloading strategy faces severe challenges. This chapter introduces the background and challenges of mobile cloud computing, MEC, and computation offloading. The challenges of computation offloading are summarized. Our main contributions in this book are also illustrated.

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Literature
8.
go back to reference M. Armbrust et al., A view of cloud computing. Commun. ACM 53(4), 50–58 (2010)CrossRef M. Armbrust et al., A view of cloud computing. Commun. ACM 53(4), 50–58 (2010)CrossRef
10.
go back to reference R.-S. Chang, J. Gao, V. Gruhn, J. He, G. Roussos, W.-T. Tsai, Mobile cloud computing research - issues, challenges and needs, in 2013 IEEE Seventh International Symposium on Service-Oriented System Engineering, (2013), pp. 442–453. https://doi.org/10.1109/SOSE.2013.96 R.-S. Chang, J. Gao, V. Gruhn, J. He, G. Roussos, W.-T. Tsai, Mobile cloud computing research - issues, challenges and needs, in 2013 IEEE Seventh International Symposium on Service-Oriented System Engineering, (2013), pp. 442–453. https://​doi.​org/​10.​1109/​SOSE.​2013.​96
11.
go back to reference G. Kumar, E. Jain, S. Goel, V.K. Panchal, Mobile cloud computing architecture, application model, and challenging issues, in 2014 International Conference on Computational Intelligence and Communication Networks (2014), pp. 613–617. https://doi.org/10.1109/CICN.2014.137 G. Kumar, E. Jain, S. Goel, V.K. Panchal, Mobile cloud computing architecture, application model, and challenging issues, in 2014 International Conference on Computational Intelligence and Communication Networks (2014), pp. 613–617. https://​doi.​org/​10.​1109/​CICN.​2014.​137
13.
16.
go back to reference Y. Jararwah, L. Tawalbeh, F. Ababneh, A. Khreishah, F. Dosari, Scalable cloudlet-based mobile computing model, in The 11th International Conference on Mobile Systems and Pervasive Computing-Mobi-SPC 2014, Niagara Falls, August 17–20. Procedia Computer Science, vol. 34 (Elsevier, Amsterdam, 2014), pp. 434–441 Y. Jararwah, L. Tawalbeh, F. Ababneh, A. Khreishah, F. Dosari, Scalable cloudlet-based mobile computing model, in The 11th International Conference on Mobile Systems and Pervasive Computing-Mobi-SPC 2014, Niagara Falls, August 17–20. Procedia Computer Science, vol. 34 (Elsevier, Amsterdam, 2014), pp. 434–441
18.
go back to reference T. Soyata, R. Muraleedharan, C. Funai, M. Kwon, W. Heinzelman, Cloud-vision: real-time face recognition using a mobile-cloudlet-cloud acceleration architecture, in 2012 IEEE Symposium on Computers and Communications (ISCC) (2012), pp. 000059–000066. https://doi.org/10.1109/ISCC.2012.6249269 T. Soyata, R. Muraleedharan, C. Funai, M. Kwon, W. Heinzelman, Cloud-vision: real-time face recognition using a mobile-cloudlet-cloud acceleration architecture, in 2012 IEEE Symposium on Computers and Communications (ISCC) (2012), pp. 000059–000066. https://​doi.​org/​10.​1109/​ISCC.​2012.​6249269
20.
go back to reference F. Bonomi, R. Milito, J. Zhu, S. Addepalli, Fog computing and its role in the internet of things, in Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing (ACM, New York, 2012), pp. 13–16 F. Bonomi, R. Milito, J. Zhu, S. Addepalli, Fog computing and its role in the internet of things, in Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing (ACM, New York, 2012), pp. 13–16
22.
go back to reference R. Mahmud, R. Kotagiri, R. Buyya, Fog computing: a taxonomy, survey and future directions. arXiv:1611.05539v4 [cs.DC] (2017) R. Mahmud, R. Kotagiri, R. Buyya, Fog computing: a taxonomy, survey and future directions. arXiv:1611.05539v4 [cs.DC] (2017)
24.
go back to reference P. Zhang, M. Zhou, G. Fortino, Security and trust issues in fog computing: a survey. Future Gener. Comput. Syst. 88, 16–27 (2018)CrossRef P. Zhang, M. Zhou, G. Fortino, Security and trust issues in fog computing: a survey. Future Gener. Comput. Syst. 88, 16–27 (2018)CrossRef
27.
go back to reference A. Shabtai, U. Kanonov, Y. Elovici, Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method. J. Syst. Softw. 83, 1524–1537 (2010)CrossRef A. Shabtai, U. Kanonov, Y. Elovici, Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method. J. Syst. Softw. 83, 1524–1537 (2010)CrossRef
28.
go back to reference I. Khalil, A. Khreishah, M. Azeem, Consolidated identity management system for secure mobile cloud computing. Comput. Netw. 65, 99–110 (2014)CrossRef I. Khalil, A. Khreishah, M. Azeem, Consolidated identity management system for secure mobile cloud computing. Comput. Netw. 65, 99–110 (2014)CrossRef
29.
go back to reference P. Gupta, S. Gupta, Mobile cloud computing: the future of cloud[J]. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 1(3), 134–145 (2012) P. Gupta, S. Gupta, Mobile cloud computing: the future of cloud[J]. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 1(3), 134–145 (2012)
36.
go back to reference T.H. Luan, L. Gao, Z. Li, Y . Xiang, L. Sun, Fog computing: focusing on mobile users at the edge. CoRR, abs/1502.01815 (2015) T.H. Luan, L. Gao, Z. Li, Y . Xiang, L. Sun, Fog computing: focusing on mobile users at the edge. CoRR, abs/1502.01815 (2015)
37.
go back to reference ETSI M., Mobile edge computing (mec); framework and reference architecture[J]. ETSI, DGS MEC (2016) ETSI M., Mobile edge computing (mec); framework and reference architecture[J]. ETSI, DGS MEC (2016)
62.
Metadata
Title
Introduction
Authors
Ying Chen
Ning Zhang
Yuan Wu
Sherman Shen
Copyright Year
2022
DOI
https://doi.org/10.1007/978-3-031-16822-2_1

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