Prediction-based dynamic resource scheduling for virtualized cloud systems

Journal of Networks

Volumn 9, Issue 2, 2014, Pages 375-383

  Huang, Qingjia ^a   Shuang, Kai ^a   Xu, Peng ^a   Li, Jian ^a   Liu, Xu ^a   Su, Sen ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Dynamic Resource Scheduling; Live Migration; Resource Demand Predictor; Virtualized Cloud Systems

Indexed keywords

ADAPTIVE RESOURCE ALLOCATIONS; AUTOREGRESSIVE INTEGRATED MOVING AVERAGE MODELS; CLOUD COMPUTING TECHNOLOGIES; CLOUD SYSTEMS; DYNAMIC RESOURCE SCHEDULING; LIVE MIGRATIONS; RESOURCE DEMANDS; SERVICE LEVEL AGREEMENTS;

FORECASTING; RESOURCE ALLOCATION; SCHEDULING;

DYNAMICS;

EID: 84893447582     PISSN: 17962056     EISSN: None     Source Type: Journal    
DOI: 10.4304/jnw.9.2.375-383     Document Type: Article

References (22)

1. Q. Huang, S. Su, S. Xu, J. Li, P. Xu, and K. Shuang, "Migration-based elastic consolidation scheduling in cloud data center, " in Proceedings of IEEE ICDCSW 2013.
2. S. Srirama, O. Batrashev, and E. Vainikko, "Scicloud: scientific computing on the cloud, " in Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing. IEEE Computer Society, 2010, pp. 579-580.
3. F. W. Li and R. W. Lau, "Emerging technologies and applications on interactive entertainments, " Journal of Multimedia, vol. 6, no. 2, pp. 107-114, 2011.
4. S. Ma, "A review on cloud computing development, " Journal of Networks, vol. 7, no. 2, pp. 305-310, 2012.
5. E. Cho, S. A. Myers, and J. Leskovec, "Friendship and mobility: user movement in location-based social networks, " in Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2011, pp. 1082-1090.
6. "Amazon elastic compute cloud. " [Online]. Available: http://aws. amazon. com/ec2/
7. P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauer, I. Pratt, and A. Warfield, "Xen and the art of virtualization, " ACM SIGOPS Operating Systems Review, vol. 37, no. 5, pp. 164-177, 2003.
8. J. Sahoo, S. Mohapatra, and R. Lath, "Virtualization: A survey on concepts, taxonomy and associated security issues, " in Computer and Network Technology (ICCNT), 2010 Second International Conference on. IEEE, 2010, pp. 222-226.
9. A. Kivity, Y. Kamay, D. Laor, U. Lublin, and A. Liguori, "kvm: the linux virtual machine monitor, " in Proceedings of the Linux Symposium, vol. 1, 2007, pp. 225-230.
10. Y. Hashimoto and K. Aida, "Evaluation of performance degradation in hpc applications with vm consolidation, " in Networking and Computing (ICNC), 2012 Third International Conference on. IEEE, 2012, pp. 273-277.
11. J. G. F. Hermenier, X. Lorca and J. Lawall, "Entropy: a consolidation manager for clusters, " In Proc. VEE, 2009.
12. P. A. A. Verrna and A. Neogi, "pmapper: Power and migration cost aware application placement in virtualized systems, " Proceeding of ACM/IFIP/USENIX 9th International Middleware Conference, 2008.
13. A. T. Wood, P. J. Shenoy and M. S. Yousif, "Black-box and gray-box strategies for virtual machine migration, " In Proc. NSDI, 2007.
14. A. Corradi, M. Fanelli, and L. Foschini, "VM consolidation: a real case based on openstack cloud, " Future Generation Computer Systems, 2012.
15. D. N. B. J. M. Armbrust, A. Fox, "Scads: Scale-independent storage for social computing applications, " In Proc. CIDR, 2009
16. P. B. Urgaonkar, M. S. G. Pacifici and A. N., "An analytical model for multi-tier internet services and its applications, " In Proc SIGMETRICS, 2005.
17. P. B. Urgaonkar, M. S. G. Pacifici and A. N, "Automated control for elastic storage, " In Proc. ICAC, 2010.
18. S. J. E. C. I. C. Clark, K. Fraser and A. Warfield, "Live migration of virtual machines, " In Proc. NSDI, 2005.
19. N. Bobroff, A. Kochut, and K. Beaty, "Dynamic placement of virtual machines for managing SLA violations, " in Integrated Network Management, 2007. IM'07. 10th IFIP/IEEE International Symposium on. IEEE, 2007, pp. 119-128.
20. Z. Gong and X. Gu, "Pac: Pattern-driven application consolidation for efficient cloud computing, " Signature, vol. 1, no. 2, pp. 2-2, 2010.
21. G. E. Box, G. M. Jenkins, and G. C. Reinsel, Time series analysis: forecasting and control. Wiley, 2011, vol. 734.
22. "Rubis online auction system, " http://rubis. ow2. org/.