Adaptive virtual resource management with fuzzy model predictive control

Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops

Volumn , Issue , 2011, Pages 191-192

  Wang, Lixi ^a   Xu, Jing ^b   Zhao, Ming ^a   Fortes, José ^b  

^a FLORIDA INTERNATIONAL UNIVERSITY   (United States)

^b UNIVERSITY OF FLORIDA   (United States)

Author keywords

fuzzy modeling; predictive control; resource management; virtualization

Indexed keywords

CHANGING WORKLOAD; CPU RESOURCES; FUZZY MODEL PREDICTIVE CONTROL; FUZZY MODELING; HIGH-LEVEL SERVICES; NONLINEAR BEHAVIOR; ONLINE TRANSACTION; PREDICTIVE CONTROL; RESOURCE MANAGEMENT; RESOURCE USAGE; REVENUE MAXIMIZATION; SHARED RESOURCES; SYSTEM-LEVEL PERFORMANCE; VIRTUAL MACHINES; VIRTUAL RESOURCE MANAGEMENT; VIRTUALIZATIONS;

ADAPTIVE CONTROL SYSTEMS; ECONOMICS; MATHEMATICAL MODELS; NATURAL RESOURCES MANAGEMENT; ONLINE SYSTEMS; PREDICTIVE CONTROL SYSTEMS; RESOURCE ALLOCATION;

MODEL PREDICTIVE CONTROL;

EID: 79960199665     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1998582.1998623     Document Type: Conference Paper

References (8)

1. P. Padala et al., "Automated Control of Multiple Virtualized Resources," Proceedings of EuroSys, 2009.
2. T. Takagi et al., "Fuzzy Identification of Systems and its Application to Modeling and Control," TSMC, 1985.
3. S. Chiu, "Fuzzy Model Identification Based on Cluster Estimation," Journal of Intelligent and Fuzzy Systems, 1994.
4. C. Amza et al., "Specification and Implementation of Dynamic Web Site Benchmarks," WWC, 2002.
5. M. Kallahalla et al., "SoftUDC: A Software-based Data Center for Utility Computing," Computer, 2004.
6. Amazon Elastic Compute Cloud (Amazon EC2), URL: http://aws.amazon.com/ ec2/.
7. Windows Azure Platform, URL: http://www.microsoft.com/windowsazure/.
8. J. Maciejowski, "Predictive Control with Constraints," hPrentice Hall, 1 edition, 2002.