CRAMP: Cost-efficient Resource Allocation for Multiple web applications with Proactive scaling

CloudCom 2012 - Proceedings: 2012 4th IEEE International Conference on Cloud Computing Technology and Science

Volumn , Issue , 2012, Pages 581-586

  Ashraf, Adnan ^a,b,c   Byholm, Benjamin ^a   Porres, Ivan ^a,b  

^a ÅBO AKADEMI UNIVERSITY   (Finland)

^b TURKU CENTRE FOR COMPUTER SCIENCE   (Finland)

^c INTERNATIONAL ISLAMIC UNIVERSITY   (Pakistan)

Author keywords

application server; Cloud computing; proactive scaling; quality of service; resource allocation; web applications

Indexed keywords

APPLICATION SERVERS; AUTOMATIC DEPLOYMENTS; COST-EFFICIENT; DEPLOYED APPLICATIONS; DYNAMIC RESOURCE ALLOCATIONS; ELASTIC COMPUTE CLOUDS; INFRA STRUCTURE AS A SERVICES; PERFORMANCE MODEL; PREDICTION-BASED; PROACTIVE SCALING; PROTOTYPE IMPLEMENTATIONS; RESOURCE UTILIZATIONS; SHARED HOSTING; VIRTUAL MACHINES; WEB APPLICATION;

CLOUD COMPUTING; QUALITY OF SERVICE; RESOURCE ALLOCATION;

WORLD WIDE WEB;

EID: 84874269972     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CloudCom.2012.6427605     Document Type: Conference Paper

References (27)

1. "Amazon Elastic Compute Cloud." [Online]. Available: http://aws. amazon.com/ec2/
2. Y. Raivio, O. Mazhelis, K. Annapureddy, R. Mallavarapu, and P. Tyrväinen, "Hybrid cloud architecture for short message services," in Proceedings of the 2nd International Conference on Cloud Computing and Services Science, ser. CLOSER '12, 2012.
3. D. Ardagna, C. Ghezzi, B. Panicucci, and M. Trubian, "Service provisioning on the cloud: Distributed algorithms for joint capacity allocation and admission control," in Towards a Service-Based Internet, ser. Lecture Notes in Computer Science, E. Di Nitto and R. Yahyapour, Eds. Springer Berlin /Heidelberg, 2010, vol. 6481, pp. 1-12.
4. A. Wolke and G. Meixner, "TwoSpot: A cloud platform for scaling out web applications dynamically," in Towards a Service-Based Internet, ser. Lecture Notes in Computer Science, E. Di Nitto and R. Yahyapour, Eds. Springer Berlin /Heidelberg, 2010, vol. 6481, pp. 13-24.
5. Y. Hu, J. Wong, G. Iszlai, and M. Litoiu, "Resource provisioning for cloud computing," in Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research, ser. CASCON '09. New York, NY, USA: ACM, 2009, pp. 101-111.
6. T. Chieu, A. Mohindra, A. Karve, and A. Segal, "Dynamic scaling of web applications in a virtualized cloud computing environment," in e-Business Engineering, 2009. ICEBE '09. IEEE International Conference on, oct. 2009, pp. 281-286.
7. 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.
8. R. Han, L. Guo, M. M. Ghanem, and Y. Guo, "Lightweight resource scaling for cloud applications," Cluster Computing and the Grid, IEEE International Symposium on, pp. 644-651, 2012.
9. X. Dutreilh, N. Rivierre, A. Moreau, J. Malenfant, and I. Truck, "From data center resource allocation to control theory and back," in Cloud Computing (CLOUD), 2010 IEEE 3rd International Conference on, july 2010, pp. 410-417.
10. W. Pan, D. Mu, H. Wu, and L. Yao, "Feedback control-based QoS guarantees in web application servers," in High Performance Computing and Communications, 2008. HPCC '08. 10th IEEE International Conference on, sept. 2008, pp. 328-334.
11. T. Patikirikorala, A. Colman, J. Han, and L. Wang, "A multi-model framework to implement self-managing control systems for QoS management," in Proceedings of the 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, ser. SEAMS '11. New York, NY, USA: ACM, 2011, pp. 218-227.
12. "AWS Elastic Beanstalk." [Online]. Available: http://aws.amazon.com/elasticbeanstalk/
13. B. Urgaonkar, P. Shenoy, and T. Roscoe, "Resource overbooking and application profiling in a shared internet hosting platform," ACM Trans. Internet Technol., vol. 9, no. 1, pp. 1:1-1:45, Feb. 2009.
14. W. Vogels, "Beyond server consolidation," ACM Queue, vol. 6, no. 1, pp. 20-26, Jan. 2008.
15. A. Ashraf, B. Byholm, J. Lehtinen, and I. Porres, "Feedback control algorithms to deploy and scale multiple web applications per virtual machine," 38th Euromicro Conference on Software Engineering and Advanced Applications, 2012.
16. T. Aho, A. Ashraf, M. Englund, J. Katajamäki, J. Koskinen, J. Lautamäki, A. Nieminen, I. Porres, and I. Turunen, "Designing IDE as a service," Communications of Cloud Software, vol. 1, no. 1, December 2011.
17. M. Andreolini and S. Casolari, "Load prediction models in webbased systems," in Proceedings of the 1st international conference on Performance evaluation methodolgies and tools, ser. valuetools '06. New York, NY, USA: ACM, 2006.
18. H. Liu, Software Performance and Scalability: A Quantitative Approach, ser. Quantitative Software Engineering Series. John Wiley & Sons, 2011.
19. J. Guitart, V. Beltran, D. Carrera, J. Torres, and E. Ayguade, "Characterizing secure dynamic web applications scalability," in Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International, april 2005, p. 108a.
20. A. Ashraf, B. Byholm, and I. Porres, "A session-based adaptive admission control approach for virtualized application servers," 5th IEEE/ACM International Conference on Utility and Cloud Computing, 2012.
21. D. Montgomery, E. Peck, and G. Vining, Introduction to Linear Regression Analysis, ser. Wiley Series in Probability and Statistics. John Wiley & Sons, 2012.
22. J. Hellerstein, Feedback control of computing systems, ser. Wiley interscience publication. Wiley-Interscience, 2004.
23. P. Brandimarte and G. Zotteri, Introduction to Distribution Logistics, ser. Statistics in Practice. Wiley-Interscience, 2007.
24. M. Grönroos, Book of Vaadin, 4th ed. Vaadin Ltd., Turku, Finland, 2011. [Online]. Available: http://vaadin.com/book
25. The OSGi Alliance. OSGi service platform: Core specification, 2009, release 4, version 4.2.
26. OSGi Felix. [Online]. Available: http://felix.apache.org/site/index.html
27. J. Allspaw, The art of capacity planning, ser. O'Reilly Series. O'Reilly, 2008.