SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE

Kuan Lu, Thomas Röblitz, Peter Chronz, Constantinos Kotsokalis

2011

Abstract

This paper discusses the problem of planning resource outsourcing and local configurations for infrastructure services that are subject to Service Level Agreements. The objective of our approach is to minimize implementation and outsourcing costs for reasons of competitiveness, while respecting business policies for profit and risk. We implement a greedy algorithm for outsourcing, using cost and subcontractor reputation as selection criteria; and local resource configurations as a constraint satisfaction problem for acceptable profit and failure risks. Thus, it becomes possible to provide educated price quotes to customers and establish safe electronic contracts automatically. Discarding either local resource provisioning, or outsourcing, models efficiently the specialized cases of infrastructure resellers and isolated infrastructure providers respectively.

References

  1. B. Rochwerger et al. (2009). The RESERVOIR Model and Architecture for Open Federated Cloud Computing. IBM Journal of Research and Development, 53(4).
  2. B. Rochwerger et al. (2009). The RESERVOIR Model and Architecture for Open Federated Cloud Computing. IBM Journal of Research and Development, 53(4).
  3. Brandic, I., Music, D., and Dustdar, S. (2009). Service mediation and negotiation bootstrapping as first achievements towards self-adaptable grid and cloud services. In Proceedings of the 6th International Conference on Autonomic Computing (industry session on Grids Meets Autonomic Computing), pages 1-8. ACM.
  4. Brandic, I., Music, D., and Dustdar, S. (2009). Service mediation and negotiation bootstrapping as first achievements towards self-adaptable grid and cloud services. In Proceedings of the 6th International Conference on Autonomic Computing (industry session on Grids Meets Autonomic Computing), pages 1-8. ACM.
  5. Amazon EC2 Cloud (2010). http://aws.amazon.com/ec2/.
  6. Amazon EC2 Cloud (2010). http://aws.amazon.com/ec2/.
  7. Collette, Y. and Siarry, P. (2003). Multiobjective optimization: principles and case studies. Springer Verlag.
  8. Collette, Y. and Siarry, P. (2003). Multiobjective optimization: principles and case studies. Springer Verlag.
  9. Dobson, G. and Sanchez-Macian, A. (2006). Towards Unified QoS/SLA Ontologies. IEEE Services Computing Workshops, pages 169-174.
  10. Dobson, G. and Sanchez-Macian, A. (2006). Towards Unified QoS/SLA Ontologies. IEEE Services Computing Workshops, pages 169-174.
  11. Google App Engines (2010). appengine/.
  12. Google App Engines (2010). appengine/.
  13. Open Grid Forum. (1999). Open cloud computing interface. http://www.occi-wg.org/ (Retrieved: Feb 2010).
  14. Open Grid Forum. (1999). Open cloud computing interface. http://www.occi-wg.org/ (Retrieved: Feb 2010).
  15. Open Grid Forum. (2007). Web services agreement specification (ws-agreement). http://www.ogf.org/ documents/GFD.107.pdf (Retrieved: Feb 2010).
  16. Open Grid Forum. (2007). Web services agreement specification (ws-agreement). http://www.ogf.org/ documents/GFD.107.pdf (Retrieved: Feb 2010).
  17. Hellerstein, J. L., Katircioglu, K., and Surendra, M. (2005). A framework for applying inventory control to capacity management for utility computing. In Integrated Network Management (IM 2005), pages 237-250.
  18. Hellerstein, J. L., Katircioglu, K., and Surendra, M. (2005). A framework for applying inventory control to capacity management for utility computing. In Integrated Network Management (IM 2005), pages 237-250.
  19. Kertesz, A., Kecskemeti, G., and Brandic, I. (2009). An SLA-based resource virtualization approach for ondemand service provision. In VTDC 7809: Proceedings of the 3rd international workshop on Virtualization technologies in distributed computing, pages 27- 34. ACM.
  20. Kertesz, A., Kecskemeti, G., and Brandic, I. (2009). An SLA-based resource virtualization approach for ondemand service provision. In VTDC 7809: Proceedings of the 3rd international workshop on Virtualization technologies in distributed computing, pages 27- 34. ACM.
  21. M. Armbrust et al. (2009). Above the Clouds: A Berkeley View of Cloud Computing.
  22. M. Armbrust et al. (2009). Above the Clouds: A Berkeley View of Cloud Computing.
  23. Malkowski, S., Hedwig, M., Jayasinghe, D., Pu, C., and Neumann, D. (2010). CloudXplor: A Tool for Configuration Planning in Clouds Based on Empirical Data. In Proc. 25th Symposium On Applied Computing (SAC'2010).
  24. Malkowski, S., Hedwig, M., Jayasinghe, D., Pu, C., and Neumann, D. (2010). CloudXplor: A Tool for Configuration Planning in Clouds Based on Empirical Data. In Proc. 25th Symposium On Applied Computing (SAC'2010).
  25. N. Paton et al. (2009). Optimizing Utility in Cloud Computing through Autonomic Workload Execution. IEEE Data Eng. Bull., 32(1):51-58.
  26. N. Paton et al. (2009). Optimizing Utility in Cloud Computing through Autonomic Workload Execution. IEEE Data Eng. Bull., 32(1):51-58.
  27. Püschel, T. and Neumann, D. (2009). Management of Cloud Infrastructures: Policy-based revenue optimization. In International Conference on Information Systems (ICIS 2009).
  28. Püschel, T. and Neumann, D. (2009). Management of Cloud Infrastructures: Policy-based revenue optimization. In International Conference on Information Systems (ICIS 2009).
  29. Sotomayor, B., Montero, R. S., Llorente, I. M., and Foster, I. (2008). Capacity Leasing in Cloud Systems using the OpenNebula Engine.
  30. Sotomayor, B., Montero, R. S., Llorente, I. M., and Foster, I. (2008). Capacity Leasing in Cloud Systems using the OpenNebula Engine.
  31. Stantchev, V. and Schröpfer, C. (2009). Negotiating and Enforcing QoS and SLAs in Grid and Cloud Computing. In Advances in Grid and Pervasive Computing, volume 5529 of Lecture Notes in Computer Science, pages 25-35. Springer Berlin / Heidelberg.
  32. Stantchev, V. and Schröpfer, C. (2009). Negotiating and Enforcing QoS and SLAs in Grid and Cloud Computing. In Advances in Grid and Pervasive Computing, volume 5529 of Lecture Notes in Computer Science, pages 25-35. Springer Berlin / Heidelberg.
  33. Van, H. N., Tran, F. D., and Menaud, J.-M. (2009). SLAAware Virtual Resource Management for Cloud Infrastructures. International Conference on Computer and Information Technology, pages 357-362.
  34. Van, H. N., Tran, F. D., and Menaud, J.-M. (2009). SLAAware Virtual Resource Management for Cloud Infrastructures. International Conference on Computer and Information Technology, pages 357-362.
  35. Wada, H., Suzuki, J., and Oba, K. (2009). Queuing Theoretic and Evolutionary Deployment Optimization with Probabilistic SLAs for Service Oriented Clouds. In Proceedings of the 2009 Congress on Services-IVolume 00, pages 661-669. IEEE Computer Society.
  36. Wada, H., Suzuki, J., and Oba, K. (2009). Queuing Theoretic and Evolutionary Deployment Optimization with Probabilistic SLAs for Service Oriented Clouds. In Proceedings of the 2009 Congress on Services-IVolume 00, pages 661-669. IEEE Computer Society.
  37. Zhou, C., Chia, L.-T., and Lee, B.-S. (2004). DAML-QoS Ontology for Web Services. IEEE International Conference on Web Services, page 472.
  38. Zhou, C., Chia, L.-T., and Lee, B.-S. (2004). DAML-QoS Ontology for Web Services. IEEE International Conference on Web Services, page 472.
Download


Paper Citation


in Harvard Style

Lu K., Röblitz T., Chronz P. and Kotsokalis C. (2011). SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE . In Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8425-52-2, pages 343-351. DOI: 10.5220/0003386603430351


in Harvard Style

Lu K., Röblitz T., Chronz P. and Kotsokalis C. (2011). SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE . In Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8425-52-2, pages 343-351. DOI: 10.5220/0003386603430351


in Bibtex Style

@conference{closer11,
author={Kuan Lu and Thomas Röblitz and Peter Chronz and Constantinos Kotsokalis},
title={SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE},
booktitle={Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2011},
pages={343-351},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003386603430351},
isbn={978-989-8425-52-2},
}


in Bibtex Style

@conference{closer11,
author={Kuan Lu and Thomas Röblitz and Peter Chronz and Constantinos Kotsokalis},
title={SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE},
booktitle={Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2011},
pages={343-351},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003386603430351},
isbn={978-989-8425-52-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE
SN - 978-989-8425-52-2
AU - Lu K.
AU - Röblitz T.
AU - Chronz P.
AU - Kotsokalis C.
PY - 2011
SP - 343
EP - 351
DO - 10.5220/0003386603430351


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - SLA-BASED PLANNING FOR MULTI-DOMAIN INFRASTRUCTURE AS A SERVICE
SN - 978-989-8425-52-2
AU - Lu K.
AU - Röblitz T.
AU - Chronz P.
AU - Kotsokalis C.
PY - 2011
SP - 343
EP - 351
DO - 10.5220/0003386603430351