SLA-oriented resource provisioning for cloud computing: Challenges, architecture, and solutions

• Published in: 2011 International Conference on Cloud and Service Computing pp. 1 - 10
• Main Authors: Buyya, R., Garg, S. K., Calheiros, R. N.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2011
• Subjects: Autonomic Management; Cloud computing; Computational modeling; Data Centers; Monitoring; Pricing; Quality of service; Resource management; Resource Provisioning; Risk management; Service Level Agreements
• ISBN: 9781457716355; 1457716356
• DOI: 10.1109/CSC.2011.6138522

Cloud computing systems promise to offer subscription-oriented, enterprise-quality computing services to users worldwide. With the increased demand for delivering services to a large number of users, they need to offer differentiated services to users and meet their quality expectations. Existing resource management systems in data centers are yet to support Service Level Agreement (SLA)-oriented resource allocation, and thus need to be enhanced to realize cloud computing and utility computing. In addition, no work has been done to collectively incorporate customer-driven service management, computational risk management, and autonomic resource management into a market-based resource management system to target the rapidly changing enterprise requirements of Cloud computing. This paper presents vision, challenges, and architectural elements of SLA-oriented resource management. The proposed architecture supports integration of market-based provisioning policies and virtualisation technologies for flexible allocation of resources to applications. The performance results obtained from our working prototype system shows the feasibility and effectiveness of SLA-based resource provisioning in Clouds.