Top

Published in:

2019 | OriginalPaper | Chapter

Round Robin Inspired History Based Load Balancing Using Cloud Computing

Authors : Talha Saif, Nadeem Javaid, Mubariz Rahman, Hanan Butt, Muhammad Babar Kamal, Muhammad Junaid Ali

Published in: Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

The advancement of cloud computing (CC) becomes a reason for the foundation of fog computing (FC). FC inherits the services of CC and divides the load of executions on different small levels which ultimately reduces the load on cloud. FC stores data on short term basis and forward it to the cloud for long term storage. In this paper, a fog based environment is proposed connected with cloud and cluster, managing data taken from end user. The proposed algorithm is round robin (RR) inspired and works by using the history of previous VMs. Two service broker policies have also been considered in this paper which are closest data center policy and advance broker policy. Aforementioned three algorithms have been used with these broker policies. RRIHB (Round Robin Inspire History Based Algorithm) outperforms (Honey Bee) HB in case of both service broker policies while it performs equal in case of RR with closest data center and outperforms RR with advance broker policy.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter DAHS: A Distributed Data-as-a-Service Framework for Data Analytics in Healthcare

Luan, T.H., Gao, L., Li, Z., Xiang, Y., Wei, G., Sun, L.: Fog computing: focusing on mobile users at the edge. arXiv preprint arXiv:1502.01815 (2015)

Farhangi, H.: The path of the smart grid. IEEE Power Energy Mag. 8(1) (2010)MathSciNetCrossRef

Hashem, W., Nashaat, H., Rizk, R.: Honey Bee based load balancing in cloud computing. KSII Trans. Internet Inf. Syst. 11(12) (2017)

Duan, H., Chen, C., Min, G., Wu, Y.: Energy-aware scheduling of virtual machines in heterogeneous cloud computing systems. Future Gener. Comput. Syst. 74, 142–150 (2017)CrossRef

Agarwal, Dr., Jain, S.: Efficient optimal algorithm of task scheduling in cloud computing environment. arXiv preprint arXiv:1404.2076 (2014)CrossRef

Faruque, A., Abdullah, M., Vatanparvar, K.: Energy management-as-a-service over fog computing platform. IEEE Internet Things J. 3(2), 161–169 (2016)CrossRef

Moghaddam, M.H.Y., Leon-Garcia, A., Moghaddassian, M.: On the performance of distributed and cloud-based demand response in smart grid. IEEE Trans. Smart Grid (2017)

Chaudhary, D., Kumar, B.: A new balanced particle swarm optimisation for load scheduling in cloud computing. J. Inf. Knowl. Manag. 17(01), 1850009 (2018)CrossRef

Khalid, A., Javaid, N., Guizani, M., Alhussein, M., Aurangzeb, K., Ilahi, M.: Towards dynamic coordination among home appliances using multi-objective energy optimization for demand side management in smart buildings. IEEE Access 6, 19509–19529 (2018), ISSN: 2169-3536. https://doi.org/10.1109/ACCESS.2018.2791546CrossRef

10.

Tayeb, S., Mirnabibaboli, M., Chato, L., Latifi, S.: Minimizing energy consumption of smart grid data centers using cloud computing. In: 2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC), pp. 1–5. IEEE (2017)

11.

Javaid, N., Ahmad, Z., Sher, A., Wadud, Z., Khan, Z.A., Ahmed, S.H.: Fair energy management with void hole avoidance in intelligent heterogeneous underwater WSNs. J. Ambient Intell. Humaniz. Comput. (2018), ISSN: 1868-5137. https://doi.org/10.1007/s12652-018-0765-8

12.

Mishra, S.K., Khan, M.A., Sahoo, B., Puthal, D., Obaidat, M.S., Hsiao, K.F.: Time efficient dynamic threshold-based load balancing technique for Cloud Computing. In: 2017 International Conference on Computer, Information and Telecommunication Systems (CITS), pp. 161–165. IEEE (2017)

13.

Zahra, S., et al.: Fog computing over IoT: a secure deployment and formal verification. IEEE Access 5, 27132–27144 (2017). https://doi.org/10.1109/ACCESS.2017.2766180CrossRef

14.

Shakya, K.K., Karaulia, D.S.: A process scheduling algorithm based on threshold for the cloud computing environment. Int. J. Comput. Sci. Mob. Comput. (IJCSMC) 3(4) (2014)

15.

Yuce, B., Packianather, M.S., Mastrocinque, E., Pham, D.T., Lambiase, A.: Honey bees inspired optimization method: the bees algorithm. Insects 4(4), 646–662 (2013)CrossRef

16.

Okay, F.Y., Ozdemir, S.: A fog computing based smart grid model. In: 2016 International Symposium on Networks, Computers and Communications (ISNCC), pp. 1–6. IEEE (2016)

17.

Mishra, S.K., Putha, D., Rodrigues, J.J.P.C., Sahoo, B., Dutkiewicz, E.: Sustainable service allocation using metaheuristic technique in fog server for industrial applications. IEEE Trans. Ind. Inform. (2018)

18.

Banerjee, S., Roy, A., Chowdhury, A., Mutsuddy, R., Mandal, R., Biswas, U.: An approach toward amelioration of a new cloudlet allocation strategy using cloudsim. Arab. J. Sci. Eng. 43(2), 879–902 (2018)CrossRef

Title: Round Robin Inspired History Based Load Balancing Using Cloud Computing
Authors: Talha Saif
Nadeem Javaid
Mubariz Rahman
Hanan Butt
Muhammad Babar Kamal
Muhammad Junaid Ali
Publisher: Springer International Publishing
Book: Advances on P2P, Parallel, Grid, Cloud and Internet Computing
Print ISBN: 978-3-030-02606-6

Electronic ISBN: 978-3-030-02607-3

Copyright Year: 2019
DOI: https://doi.org/10.1007/978-3-030-02607-3_46

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"