Analytic Hierarchy Process for Resource Allocation in Cloud Environment
DOI:
https://doi.org/10.13052/2245-1439.713Keywords:
Analytic hierarchy process, Resource sharing, Cloud Computing, QoS, SLAAbstract
Resource management is the primary issue as the demand grows for provisioning resources and computation in cloud systems. When the resource management fails to meet the QoS parameter (response time) requirements, there occurs the due-date assignment problem leading to “resource allocation problem”. This can be optimized by various scheduling algorithms. In this paper analytic hierarchy process is discussed for resource sharing. The results demonstrates that this approach reduces the execution time of algorithm and effectively handles vertical elasticity by adding resources in cloud server. Moreover, the experimental results shows that proposed method can effectively allocates the resources than any other algorithms. Finally, this algorithm is also focused on how efficiency is effectively handled in cloud computing environment while allocating resources since efficiency based resource allocation scheme has been taken into account.
Downloads
References
Yeo, C. S., and Buyya, R. (2005). Service level agreement based allocation of cluster resources: Handling penalty to enhance utility. In IEEE International Conference on Cluster Computing, 1–10.
Rana, O. F., Warnier, M., Quillinan, T. B., Brazier, F., and Cojocarasu, D. (2008). Managing Violations in Service Level Agreements, In Proceeding of the 5th International Workshop on GenCon, Gran Canaris, Spain, 1–10.
Wu, L., Garg, S. K., and Buyya, R. (2011). SLA-based resource allocation for software as a service provider (SaaS) in cloud computing environments. In Proceedings of the 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 195–204.
Fu, Y., and Vahdat, A. (2010). SLA Based Distributed Resource Allocation for Streaming Hosting Systems, Referenced on 6th Dec. 2010.
Ardagna, D., Trubian, M., and Zhang, L. (2007). SLA based resource allocation policies in autonomic environments. J. Parallel and Distributed Computing, 67(3), 259–270.
Varalakshmi, P., Priya, K. H., Pradeepa, J., and Perumal, V. (2011). Sla with dual party beneficiality in distributed cloud. In International Conference on Advances in Computing and Communications, 471–479. Springer, Berlin, Heidelberg.
Jung, G., and Sim, K. M. (2011). Agent-based adaptive resource allocation on the cloud computing environment. In 40th International Conference on Parallel Processing Workshops (ICPPW), 345–351.
Karthipan, R., Vishvaksenan, K. S., Kalidoss, R., and Babu, R. S. (2016). Uplink capacity enhancement in IEEE 802.22 using modified duplex approach. Wireless Personal Communications, 86(2), 635–656.
Rajakani, K., and Bhagyaveni, M. A. (2012). Adaptive duplex technique for reduction of turnaround time in IEEE 802.22. In Global Trends in Computing and Communication Systems, 503–511. Springer, Berlin, Heidelberg.
Dhevi, B. L., Vishvaksenan, K. S., and Rajakani, K. (2018). Isolation Enhancement in Dual-Band Microstrip Antenna Array Using Asymmetric Loop Resonator. IEEE Antennas and Wireless Propagation Letters, 17(2), 238–241.
Nelson, I., Annadurai, C., Kalidoss, R., and Partibane, B. (2017). Mitigation of co-channel interferences in cognitive multi-carrier code division multiple access system by singular value decomposition techniques. Cluster Computing, 1–7.
Partibane, B., Alsath, G. N. M., and Rajakani, K. (2017). Design of a bandwidth enhanced hybrid slot loop antenna for GSM/UWB standards. Circuit World, 43(3), 105–110.
Vishvaksenan, K. S., Mithra, K., Kalidoss, R., and Karthipan, R. (2016). Experimental Study on Elliott Wave Theory for Handoff Prediction. Fluctuation and Noise letters, 15(4), 1650025.
Vishvaksenan, K. S., Kalaiarasan, R., Kalidoss, R., and Karthipan, R. (2018). Real time experimental study and analysis of Elliott wave theory in signal strength prediction. In Proceedings of the National Academy of Sciences, India Section A: Physical Sciences, 88(1), 107–119.
Karthipan, R., Vishvaksenan, K. S., Kalidoss, R., and Krishan, A. (2016). Performance of turbo coded triply-Polarized MIMO–CDMA system for downlink communication. Computers & Electrical Engineering, 56, 182–192.
Kalidoss, R., Bhagyaveni, M. A., and Ahmed, A. H. (2015). A Location Based Duplex Scheme for Cross Time Slot Interference Reduction in (IEEE 802.22) Cognitive Radio Based Wireless Regional Area Networks (WRAN). Arab Gulf Journal of Scientific Research, 33(1).
Kalidoss, R., Bhagyaveni, M. A., and Vishvaksenan, K. S. (2014). A location-based duplex scheme for cost effective rural broadband connectivity using IEEE 802.22 cognitive radio based wireless regional area networks. Fluctuation and Noise Letters, 13(4), 1450028.
