A Versioning Approach to VM Live Migration

Authors

Computer Engineering Department, Yazd University, Yazd, Iran

Abstract

In the context of virtual machines live migration, two strategies called “pre-copy” and “post-copy” have already been presented; but each of these strategies works well only in some circumstances. In this paper, we have a brief presentation of QAVNS and then introduce a new approach which is based on the concept of "informational object", assigning QAVNS-scheme-revision number, and observing the changes. In this approach, the total virtual machine memory is considered as a QAVNS informational object that is constantly changing. In this regard, we have defined some criteria and presented an algorithm by which the hypervisor can detect the current behavior of the virtual machine, and automatically select the virtual machine migration strategy from the two pre-copy and post-copy options. We evaluated the implementation & simulation platforms considering the state of the art available technologies, mostly CloudSim, SimGrid and DartCSim+. Formal analysis shows that applying the proposed scheme and the proposed algorithm can significantly improve the live migration process of virtual machines.

Keywords


1.     Singh, H., Kumar, S. and Shukla, A., "Load balancing approaches for web servers: A survey of recent trends", International Journal of Engineering,  Vol. 31, No. 2, (2018), 263-269.

2.     Rezai, H. and Speily, O., "Energy aware resource management of cloud data centers", International Journal of Engineering-Transactions B: Applications,  Vol. 30, No. 11, (2017), 1730-1739.

3.     Ahmad, R.W., Gani, A., Hamid, S.H.A., Shiraz, M., Xia, F. and Madani, S.A., "Virtual machine migration in cloud data centers: A review, taxonomy, and open research issues", The Journal of Supercomputing,  Vol. 71, No. 7, (2015), 2473-2515.

4.     Pop, C.B., Anghel, I., Cioara, T., Salomie, I. and Vartic, I., "A swarm-inspired data center consolidation methodology", in Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, ACM., (2012), 41-48.

5.     Beloglazov, A. and Buyya, R., "Energy efficient resource management in virtualized cloud data centers", in Proceedings of the 2010 10th IEEE/ACM international conference on cluster, cloud and grid computing, IEEE Computer Society., (2010), 826-831.

6.     Zhou, M., Zhang, R., Zeng, D. and Qian, W., "Services in the cloud computing era: A survey", in Universal Communication Symposium (IUCS), 2010 4th International, IEEE., (2010), 40-46.

7.     Mishra, R. and Jaiswal, A., "Ant colony optimization: A solution of load balancing in cloud", International Journal of Web & Semantic Technology,  Vol. 3, No. 2, (2012), 33-50.

8.     Hirofuchi, T., Lèbre, A. and Pouilloux, L., "Adding a live migration model into simgrid: One more step toward the simulation of infrastructure-as-a-service concerns", in Cloud Computing Technology and Science (CloudCom), 2013 IEEE 5th International Conference on, IEEE. Vol. 1, (2013), 96-103.

9.     Clark, C., Fraser, K., Hand, S., Hansen, J.G., Jul, E., Limpach, C., Pratt, I. and Warfield, A., "Live migration of virtual machines", in Proceedings of the 2nd Conference on Symposium on Networked Systems Design & Implementation-Volume 2, USENIX Association., (2005), 273-286.

10.   Choudhary, A., Govil, M.C., Singh, G., Awasthi, L.K., Pilli, E.S. and Kapil, D., "A critical survey of live virtual machine migration techniques", Journal of Cloud Computing,  Vol. 6, No. 1, (2017), 23-36.

11.   Zayas, E., "Attacking the process migration bottleneck", ACM SIGOPS Operating Systems Review,  Vol. 21, No. 5, (1987), 13-24.

12.   Hines, M.R., Deshpande, U. and Gopalan, K., "Post-copy live migration of virtual machines", ACM SIGOPS Operating Systems Review,  Vol. 43, No. 3, (2009), 14-26.

13.   Sahni, S. and Varma, V., "A hybrid approach to live migration of virtual machines", in Cloud Computing in Emerging Markets (CCEM), IEEE International Conference on,  (2012), 1-5.

14.   Yang, Y., Mao, B., Jiang, H., Yang, Y., Luo, H. and Wu, S., "Snapmig: Accelerating vm live storage migration by leveraging the existing vm snapshots in the cloud", IEEE Transactions on Parallel and Distributed Systems,  Vol. 29, No. 6, (2018), 1416-1427.

15.   Bloch, T., Sridaran, R. and Prashanth, C., Understanding live migration techniques intended for resource interference minimization in virtualized cloud environment, in Big data analytics. 2018, Springer.487-497.

16.   Kherbache, V., Madelaine, E. and Hermenier, F., "Scheduling live migration of virtual machines", IEEE Transactions on Cloud Computing,  Vol., No. 1, (2017), 1-14.

17.   Bahwaireth, K., Benkhelifa, E., Jararweh, Y. and Tawalbeh, M.A., "Experimental comparison of simulation tools for efficient cloud and mobile cloud computing applications", EURASIP Journal on Information Security,  Vol. 2016, No. 1, (2016), 15-23.

18.   Tian, W., Xu, M., Chen, A., Li, G., Wang, X. and Chen, Y., "Open-source simulators for cloud computing: Comparative study and challenging issues", Simulation Modelling Practice and Theory,  Vol. 58, (2015), 239-254.

19.   Li, X., Jiang, X., Ye, K. and Huang, P., "Dartcsim+: Enhanced cloudsim with the power and network models integrated", in Cloud Computing (CLOUD), IEEE Sixth International Conference on, IEEE., (2013), 644-651.

20.   Stamenov, D. and Kostoska, M., "Virtual machine migration in cloud--techniques, challenges and cloudsim migration simulation",  (2017), 103-109.