An adaptive hybrid elasticity controller for cloud infrastructures

Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012

Volumn , Issue , 2012, Pages 204-212

  Ali Eldin, Ahmed ^a   Tordsson, Johan ^a   Elmroth, Erik ^a  

^a UMEÅ UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

CLOUD SERVICES; HYBRID CONTROLLER; QUEUING THEORY; SCALE DOWN; SCALE-UP; VIRTUAL MACHINES; WEB SERVERS;

QUEUEING THEORY;

ELASTICITY;

EID: 84864231037     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NOMS.2012.6211900     Document Type: Conference Paper

References (26)

1. P. Mell and T. Grance, "The nist definition of cloud computing," National Institute of Standards and Technology, vol. 53, no. 6, 2009.
2. D. Kossmann and T. Kraska, "Data management in the cloud: Promises, state-of-the-art, and open questions," Datenbank-Spektrum, vol. 10, pp. 121-129, 2010, 10.1007/s13222-010-0033-3. [Online]. Available: http://dx.doi.org/10.1007/s13222-010-0033-3
3. I. Ari, B. Hong, E. Miller, S. Brandt, and D. Long, "Managing flash crowds on the Internet," 2003.
4. G. Jung, K. R. Joshi, M. A. Hiltunen, R. D. Schlichting, and C. Pu, "A cost-sensitive adaptation engine for server consolidation of multitier applications," in Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware, ser. Middleware '09. Springer-Verlag New York, Inc., 2009, pp. 9:1-9:20.
5. K. Ogata, Modern control engineering. Prentice Hall, 2009.
6. H. Li and T. Yang, "Queues with a variable number of servers," European Journal of Operational Research, vol. 124, no. 3, pp. 615-628, 2000.
7. P. Bodik, "Automating datacenter operations using machine learning," Ph.D. dissertation, University of California, 2010.
8. A. Greenberg, J. R. Hamilton, N. Jain, S. Kandula, C. Kim, P. Lahiri, D. A. Maltz, P. Patel, and S. Sengupta, "Vl2: a scalable and flexible data center network," in Proceedings of the ACM SIGCOMM 2009 conference on Data communication, ser. SIGCOMM '09. New York, NY, USA: ACM, 2009, pp. 51-62.
9. B. Urgaonkar, P. Shenoy, A. Chandra, P. Goyal, and T. Wood, "Agile dynamic provisioning of multi-tier Internet applications," ACM Transactions on Autonomous and Adaptive Systems (TAAS), vol. 3, no. 1, p. 1, 2008.
10. W. Iqbal, M. N. Dailey, D. Carrera, and P. Janecek, "Adaptive resource provisioning for read intensive multi-tier applications in the cloud," Future Generation Computer Systems, vol. 27, no. 6, pp. 871-879, 2011.
11. M. Arlitt and T. Jin. (1998, August) "1998 world cup web site access logs". [Online]. Available: http://www.acm.org/sigcomm/ITA/
12. G. Urdaneta, G. Pierre, and M. van Steen, "Wikipedia workload analysis for decentralized hosting," Elsevier Computer Networks, vol. 53, no. 11, pp. 1830-1845, July 2009, http://www.globule.org/publi/WWADH comnet2009.html.
13. (2011, July) Internet growth statistics. [Online]. Available: http://www.internetworldstats.com/emarketing.htm
14. A. Krioukov, P. Mohan, S. Alspaugh, L. Keys, D. Culler, and R. Katz, "Napsac: design and implementation of a power-proportional web cluster," ACM SIGCOMM Computer Communication Review, vol. 41, no. 1, pp. 102-108, 2011.
15. P. Dhawan. (2001, October) Performance comparison: Exposing existing code as a web service. [Online]. Available: http://msdn.microsoft.com/ en-us/library/ms978401.aspx
16. A. Quiroz, H. Kim, M. Parashar, N. Gnanasambandam, and N. Sharma, "Towards autonomic workload provisioning for enterprise grids and clouds," in Grid Computing, 2009 10th IEEE/ACM International Conference on. IEEE, 2009, pp. 50-57.
17. W. M. Hartmann, Signals, sound, and sensation. Amer Inst of Physics, 1997.
18. (2009, June) Rackspace hosting: Service level agreement. [Online]. Available: http://www.rackspace.com/cloud/legal/sla/
19. (2007, October) Amazon S3 service level agreement. [Online]. Available: http://aws.amazon.com/s3-sla/
20. A. J. Ferrer, F. Hernndez, J. Tordsson, E. Elmroth, A. Ali-Eldin, C. Zsigri, R. Sirvent, J. Guitart, R. M. Badia, K. Djemame, W. Ziegler, T. Dimitrakos, S. K. Nair, G. Kousiouris, K. Konstanteli, T. Varvarigou, B. Hudzia, A. Kipp, S. Wesner, M. Corrales, N. Forg, T. Sharif, and C. Sheridan, "Optimis: A holistic approach to cloud service provisioning," Future Generation Computer Systems, vol. 28, no. 1, pp. 66 - 77, 2012.
21. H. C. Lim, S. Babu, and J. S. Chase, "Automated control for elastic storage," in Proceeding of the 7th international conference on Autonomic computing, ser. ICAC '10. New York, NY, USA: ACM, 2010, pp. 1-10.
22. A. Duminuco, E. Biersack, and T. En-Najjary, "Proactive replication in distributed storage systems using machine availability estimation," in Proceedings of the 2007 ACM CoNEXT conference, ser. CoNEXT '07. New York, NY, USA: ACM, 2007, pp. 27:1-27:12.
23. M. Morari, "Robust stability of systems with integral control," Automatic Control, IEEE Transactions on, vol. 30, no. 6, pp. 574-577, 1985.
24. D. Kusic, J. Kephart, J. Hanson, N. Kandasamy, and G. Jiang, "Power and performance management of virtualized computing environments via lookahead control," Cluster Computing, vol. 12, no. 1, pp. 1-15, 2009.
25. P. Chacin and L. Navarro, "Utility driven elastic services," in Distributed Applications and Interoperable Systems. Springer, 2011, pp. 122-135.
26. E. Kalyvianaki, T. Charalambous, and S. Hand, "Self-adaptive and self-configured cpu resource provisioning for virtualized servers using kalman filters," in Proceedings of the 6th international conference on Autonomic computing, ser. ICAC '09. New York, NY, USA: ACM, 2009, pp. 117-126.