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2017 | OriginalPaper | Buchkapitel

Dynamic Threshold-Based Dynamic Resource Allocation Using Multiple VM Migration for Cloud Computing Systems

verfasst von : Sonam Seth, Nipur Singh

Erschienen in: Information, Communication and Computing Technology

Verlag: Springer Singapore

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Abstract

As compared to traditional distributed computing systems, cloud computing systems are more reliable, dynamic, and scalable. In recent trend the challenge is managing the resources to maintain the scalability in dynamic environment. The need is to improve the performance of cloud computing systems by provisioning and allocation of on-demand resources to reduce the time. Some of the existing methods are based on static parameters such as CPU utilization threshold, resources, and workload that give less efficient results and there is lack in handling the over-provisioning and under-provisioning situations. In this paper we propose resource allocation model on the basis of dynamic parameters. The proposed method, dynamic threshold-based dynamic resource allocation can optimize the resource utilization and time. The proposed model is implemented on CloudSim and experimental results show the proposed model can improve resource utilization and time.

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Literatur
1.
Zurück zum Zitat Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging IT platforms: vision, hype and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 25(6), 599–616 (2009)CrossRef Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging IT platforms: vision, hype and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 25(6), 599–616 (2009)CrossRef
2.
Zurück zum Zitat Ighare, R.U., Thool, R.C.: Threshold based dynamic resource allocation using virtual machine migration. Int. J. Curr. Eng. Technol. 5(4), 2603–2608 (2015) Ighare, R.U., Thool, R.C.: Threshold based dynamic resource allocation using virtual machine migration. Int. J. Curr. Eng. Technol. 5(4), 2603–2608 (2015)
3.
Zurück zum Zitat Calheiros, R.N., Ranjan, R., Beloglazov, A., Rose, C.A.F.D., Buyya, R.: CloudSim: a toolkit for modelling and simulation of cloud computing environments and evaluation of resource provisioning algorithms. Softw. Pract. Exp. 41, 1–24 (2010) Calheiros, R.N., Ranjan, R., Beloglazov, A., Rose, C.A.F.D., Buyya, R.: CloudSim: a toolkit for modelling and simulation of cloud computing environments and evaluation of resource provisioning algorithms. Softw. Pract. Exp. 41, 1–24 (2010)
4.
Zurück zum Zitat Beloglazov, A. Buyya, R.: Energy efficient allocation of virtual machines in cloud data centers. In: 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), pp. 577–578 (2010) Beloglazov, A. Buyya, R.: Energy efficient allocation of virtual machines in cloud data centers. In: 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), pp. 577–578 (2010)
5.
Zurück zum Zitat Pawar, C.S., Wagh, R.B.: Priority based dynamic resource allocation in Cloud computing with modified waiting queue. In: International Conference on Intelligent Systems and Signal Processing (ISSP), pp. 311–316 (2013) Pawar, C.S., Wagh, R.B.: Priority based dynamic resource allocation in Cloud computing with modified waiting queue. In: International Conference on Intelligent Systems and Signal Processing (ISSP), pp. 311–316 (2013)
6.
Zurück zum Zitat Song, Y., Sun, Y., Shi, W.: A two-tiered on-demand resource allocation mechanism for VM-based data centers. Serv. Comput. IEEE Trans. 6(1), 116–129 (2013)CrossRef Song, Y., Sun, Y., Shi, W.: A two-tiered on-demand resource allocation mechanism for VM-based data centers. Serv. Comput. IEEE Trans. 6(1), 116–129 (2013)CrossRef
7.
Zurück zum Zitat Lin, W., Wang, J.Z., Liang, C., Qi, D.: A threshold based dynamic resource allocation scheme for cloud computing. SciVerse Sci. Direct 23(2011), 695–703 (2011) Lin, W., Wang, J.Z., Liang, C., Qi, D.: A threshold based dynamic resource allocation scheme for cloud computing. SciVerse Sci. Direct 23(2011), 695–703 (2011)
8.
Zurück zum Zitat Beloglazov, A., Buyya, R.: Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machine in cloud data centers. Concurr. Comput. 24(13), 1397–1420 (2011)CrossRef Beloglazov, A., Buyya, R.: Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machine in cloud data centers. Concurr. Comput. 24(13), 1397–1420 (2011)CrossRef
9.
Zurück zum Zitat Beloglazov, A., Buyya, R.: Adaptive threshold-based approach for energy-efficient consolidation of virtual machines in cloud data centers. In: Proceedings of the 8th International Workshop on Middleware for Grids, Clouds and e-Science, pp. 1–6. ACM (2010) Beloglazov, A., Buyya, R.: Adaptive threshold-based approach for energy-efficient consolidation of virtual machines in cloud data centers. In: Proceedings of the 8th International Workshop on Middleware for Grids, Clouds and e-Science, pp. 1–6. ACM (2010)
Metadaten
Titel
Dynamic Threshold-Based Dynamic Resource Allocation Using Multiple VM Migration for Cloud Computing Systems
verfasst von
Sonam Seth
Nipur Singh
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-6544-6_11