Providing IaaS resources automatically through prediction and monitoring approaches

Proceedings - IEEE Symposium on Computers and Communications

Volumn , Issue , 2014, Pages

  Da Silva Dias, Ariel ^a   Nakamura, Luis H V ^a   Estrella, Julio C ^a   Santana, Regina H C ^a   Santana, Marcos J ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Cloud Computing; Performance; Return on Investment; Workload Prediction

Indexed keywords

AUTONOMOUS AGENTS; CLOUD COMPUTING; FORECASTING; INVESTMENTS; PROFITABILITY;

CLOUD COMPUTING INFRASTRUCTURES; COMPUTATIONAL AGENTS; PERFORMANCE; RE-TURN-ON; SELF ADAPTIVE APPROACH; VIRTUALIZED ENVIRONMENT; WORKLOAD MANAGEMENT; WORKLOAD PREDICTIONS;

INFRASTRUCTURE AS A SERVICE (IAAS);

EID: 84908199095     PISSN: 15301346     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCC.2014.6912590     Document Type: Conference Paper

References (23)

1. M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. H. Katz, A. Kon-winski, G. Lee, D. A. Patterson, A. Rabkin, I. Stoica, and M. Zaharia, "Above the clouds: A berkeley view of cloud computing," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2009-28, Feb 2009.
2. F. R. C. Sousa, L. O. Moreira, and J. C. Machado, "Computação em nuvem autônoma: Oportunidades e desafios," in Proceedings of the I Workshop on Autonomic Distributed Systems, WoSiDA 2011, collocated with SBRC 2011, Campo Grande, MS, 2011.
3. A. Keshavarzi, A. T. Haghighat, and M. Bohlouli, "Research challenges and prospective business impacts of cloud computing: A survey," in Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on, vol. 02, 2013, pp. 731-736.
4. N. Mohan and E. Raj, "Resource allocation techniques in cloud computing-research challenges for applications," in Computational Intelligence and Communication Networks (CICN), 2012 Fourth International Conference on, 2012, pp. 556-560.
5. S. Khatua, A. Ghosh, and N. Mukherjee, "Optimizing the utilization of virtual resources in cloud environment," in Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS), 2010 IEEE International Conference on, 2010, pp. 82-87.
6. C. R. CORREA, Sand L., "Computação autônoma: uma visão sobre arquiteturas e infraestruturas." December 2008.
7. W. Dawoud, I. Takouna, and C. Meinel, "Elastic vm for rapid and optimum virtualized resources' allocation," in Systems and Virtualization Management (SVM), 2011 5th International DMTF Academic Alliance Workshop on, 2011, pp. 1-4.
8. J. Rao, X. Bu, C.-Z. Xu, and K. Wang, "A distributed self-learning approach for elastic provisioning of virtualized cloud resources," in Modeling, Analysis Simulation of Computer and Telecommunication Systems (MASCOTS), 2011 IEEE 19th International Symposium on, 2011, pp. 45-54.
9. Y. Ding, S. Pineda, P. Nyeng, J. Ostergaard, E. Larsen, and Q. Wu, "Real-time market concept architecture for ecogrid eu #x2014;a prototype for european smart grids," vol. PP, no. 99, 2013, pp. 1-11.
10. M. Maurer, I. Brandic, and R. Sakellariou, "Adaptive resource configuration for cloud infrastructure management," Future Generation Computer Systems, vol. 29, no. 2, pp. 472-487, 2013, special section: Recent advances in e-Science. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0167739X12001525
11. J. M. Tirado, D. Higuero, F. Isaila, and J. Carretero, "Predictive data grouping and placement for cloud-based elastic server infrastructures." in CCGRID. IEEE, 2011, pp. 285-294.
12. M. SKILTON, "Building return on investment from cloud computing." vol. The Open Group White Papers, p. 30, 04 2010.
13. T. JONES, Anatomy of the libvirt virtualization library, IBM, 01 2010. [Online]. Available: http://www.ibm.com/developerworks/library/l-libvirt/
14. LIBVIRT. (2013, 01) The virtualization api. [Online]. Available: http://libvirt.org/
15. C. Lewis, Demand Forecasting and Inventory Control: A Computer Aided Learning Approach, ser. The Oliver Wight Companies. Wiley, 1998.
16. P. M. de Almeida, "Avaliação de ferramentas para análise de séries temporais e métodos de previsão." December 2008.
17. R. EHLERS, "Análise de séries temporais," Universidade Federal do Paraná, Tech. Rep., 2007.
18. S. Makridakis, Forecasting: Methods and applications, ser. 3rd edition. New York: John Wiley & Sons, 1998.
19. FIPA. (10, 2012) Welcome to fipa! FIPA. [Online]. Available: http://www.fipa.org
20. ISACA, Information Systems Audit and Control Association 09 2013. [Online]. Available: http://www.isaca.org/Knowledge-Center/Research/ResearchDeliverables/Pages/Calculating-Cloud-ROI-From-the-Customer-Perspective.aspx
21. R. Braga, Fundamentos e técnicas de administração financeira. Atlas, 1989. [Online]. Available: http://books.google.com.br/books?id= S3BwPgAACAAJ
22. L. Gitman, Principios de Administracao Financeira. Bookman, 2006. [Online]. Available: http://books.google.com.br/books?id= 5jjFoDkavoAC
23. E. BRIGHAM and J. HOUSTON, FUNDAMENTOS DA MODERNA ADMINISTRAÇAO FINANCEIRA. CAMPUS, 1999. [Online]. Available: http://books.google.com.br/books?id=hVAWAAAACAAJ