Alleviation of void and energy hole in mobile cloud offloading using hybrid behavioral intelligence

Piramu S.K. Preethika, R. Gobinath

Abstract


In modern internet the usability of smart mobile devices is rapidly increased. It is not only used for commercial and communication purposes, it can be extended in the field like mobile health care, mobile learning, and mobile games. More access of smart mobile devices has a restriction due to resource constraint, this issue overwhelming via cloud computing. Heavy computations from mobile devices are offloaded to cloud and the application got executed. The problem occurs when the Electrogram data is entered into a mobile network in cloud environment which holds void and energy holes occurrences with heavy traffic and unbalanced load distribution.This paper aims to develop hybrid intelligence behavioural patterns for void and energy hole in mobile cloud offloading. The research work carried out in this paper extends its novelty in stage partitioning for concentric circles and sensor node distribution. The network area distribution of partitioning are uniformly distributed among void hole. The simulation results show the proposed approach produces high energy consumption in the mobile cloud paradigm.

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References


Benkhelifa, Elhadj, Thomas Welsh, Loai Tawalbeh, Yaser Jararweh, and Anas Basalamah. "User profiling for energy optimisation in mobile cloud computing." Procedia Computer Science 52 (2015): 1159-1165.

Deng, Shuiguang, Longtao Huang, Javid Taheri, and Albert Y. Zomaya. "Computation offloading for service workflow in mobile cloud computing." IEEE Transactions on Parallel and Distributed Systems 26, no. 12 (2015): 3317-3329.

Dinh H.T, Lee C, Nyato D, Wang P, “A survey of mobile cloud computing architecture, applications and approaches”, wireless communication mobile computing 15587-1611 2013.

Gusev, Marjan, Aleksandar Stojmenski, and Ana Guseva. "ECGalert: A heart attack alerting system." In International Conference on ICT Innovations, pp. 27-36. Springer, Cham, 2017.

X. Wu, G. Chen, and S. K. Das, ``Avoiding energy holes in wireless sensor networks with non-uniform node distribution,'' IEEE Trans. Parallel Distrib. Syst., vol. 19, no. 5, pp. 710_720, May 2008.

P. K. Sahoo and W.-C. Liao, ``HORA: A distributed coverage hole repair algorithm for wireless sensor networks,'' IEEE Trans. Mobile Comput., vol. 14, no. 7, pp. 13971410, Jul. 2015.

K. Latif, N. Javaid, A. Ahmad, Z. A. Khan, N. Alrajeh, and M. I. Khan, ``On energy hole and coverage hole avoidance in underwater wireless sensor networks,'' IEEE Sensors J., vol. 16, no. 11, pp. 4431-4442, Jun. 2016.

X. Liu, ``An optimal-distance-based transmission strategy for lifetime maximization of wireless sensor networks,'' IEEE Sensors J., vol. 15, no. 6, pp. 3484-3491, Jun. 2015.

Y.-S. Chen and Y.-W. Lin, ``Mobicast routing protocol for underwater sensor networks,'' IEEE Sensors J., vol. 13, no. 2, pp. 737_749, Feb. 2013.

AK Daniel, R Singh, JP Saini, Swarm intelligence based routing technique for call blocking in heterogeneous mobile adhoc network using link stability factor and buffering technique for QoS. Int. J. Res. Rev. Comput. Sci 2(1), 65–72 (2011)

M. Abozahhad, S. M. Ahmed, N. Sabor, and S. Sasaki, ``Mobile sink based adaptive immune energy-efficient clustering protocol for improving the lifetime and stability period of wireless sensor networks,'' IEEE Sensors J., vol. 15, no. 8, pp. 4576-4586, Aug. 2015.

Y. Xue, X. Chang, S. Zhong, and Y. Zhuang, ‘‘An efficient energy hole alleviating algorithm for wireless sensor networks,’’ IEEE Trans. Consum. Electron., vol. 60, no. 3, pp. 347–355, Aug. 2014

Huaming Wu , Yi Sun , Katinka Wolter, Energy-Efficient Decision Making for Mobile Cloud Offloading, IEEE Transactions on Cloud Computing, January 2018

I. Meyer, Wavelets and operators. Vol.1. Cambridge University Press, 1995

Naeem Jan, Ahmad Raza Hameed, Babar Ali, Rahim Ullah, Kaleem Ullah, Nadeem Javaid, A balanced energy consuming and hole alleviating algorithm for wireless sensor networks, 31st International Conference on Advanced Information Networking and Applications Workshops, 231-238, 2017

Naeem Jan, Ahmad Raza Hameed, Babar Ali, Rahim Ullah, Kaleem Ullah, Nadeem Javaid. "A Wireless Sensor Networks Balanced Energy Consumption Protocol", 2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2017




DOI: http://dx.doi.org/10.21533/pen.v6i2.284

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Copyright (c) 2019 Piramu K

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

ISSN: 2303-4521

Digital Object Identifier DOI: 10.21533/pen

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License