Autonomic QoS-aware resource management in grid computing using online performance models

VALUETOOLS 2007 - 2nd International ICST Conference on Performance Evaluation Methodologies and Tools

Volumn , Issue , 2007, Pages

  Kounev, Samuel ^a   Nou, Ramon ^b   Torres, Jordi ^c  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^c BARCELONA SUPERCOMPUTING CENTER   (Spain)

Author keywords

Grid computing; Online performance models; QoS control; Resource allocation; SOA

Indexed keywords

MIDDLEWARE; NATURAL RESOURCES MANAGEMENT; QUALITY OF SERVICE; RESOURCE ALLOCATION;

EXPERIMENTAL EVALUATION; GRID COMPUTING ENVIRONMENT; INHERENT COMPLEXITY; ON-LINE PERFORMANCE; QOS CONTROL; RESOURCE MANAGEMENT; SERVICE LEVEL AGREEMENTS; SYSTEM ENVIRONMENT;

GRID COMPUTING;

EID: 85087603909     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/valuetools.2007.1983     Document Type: Conference Paper

References (31)

1. Enterprise Grid Alliance. www.gridalliance.org.
2. C. Adam and R. Stadler. A Middleware Design for Large-scale Clusters Offering Multiple Services. IEEE electronic Transactions on Network and Service Management, 3(1), 2006.
3. R. Al-Ali, K. Amin, G. von Laszewski, O. Rana, D. Walker, M. Hategan, and N. Zaluzec. Analysis and Provision of QoS for Distributed Grid Applications. Journal of Grid Computing, 2(2), 2004.
4. R. Al-Ali, O. Rana, G. von Laszewski, A. Hafid, K. Amin, and D. Walker. A Model for Quality-of-Service Provision in Service Oriented Architectures. Journal of Grid and Utility Computing, 2005.
5. F. Bause. "QN + PN = QPN," - Combining Queueing Networks and Petri Nets. Technical report no. 461, Dept. of CS, University of Dortmund, Germany, 1993.
6. F. Bause and P. Buchholz. Queueing Petri Nets with Product Form Solution. Performance Evaluation, 32(4):265-299, 1998.
7. M. N. Bennani and D. A. Menascé. Resource Allocation for Autonomic Data Centers using Analytic Performance Models. In Proc. of the 2nd Intl. Conference on Automatic Computing, 2005.
8. R. Chinnici, J.-J. Moreau, A. Ryman, and S. Weerawarana. Web Services Description Language (WSDL) Version 2.0. Technical report, W3C, Mar. 2006. http://www.w3.org/TR/wsdl20.
9. Y. Diao, J. L. Hellerstein, S. Parekh, H. Shaikh, M. Surendra, and A. Tantawi. Modeling Differentiated Services of Multi-Tier Web Applications. In 14th IEEE Intl. Symposium on Modeling, Analysis, and Simulation, 2006.
10. I. Foster and C. Kesselman. The Grid 2: Blueprint for a New Computing Infrastructure. Morgan Kaufmann, second edition, Nov. 2003. ISBN: 1558609334.
11. I. Foster, C. Kesselman, C. Lee, R. Lindell, K. Nahrstedt, and A. Roy. A Distributed Resource Management Architecture that Supports Advance Reservations and Co-Allocation. In Proc. of the Intl. Workshop on Quality of Service, 1999.
12. I. Foster, C. Kesselman, J. M. Nick, and S. Tuecke. Grid Services for Distributed System Integration. Computer, 35(6):37-46, 2002.
13. I. Foster, C. Kesselman, and S. Tuecke. The Anatomy of the Grid: Enabling Scalable Virtual Organizations. Intl. J. High Perform. Comput. Appl., 15(3), 2001.
14. I. Foster, A. Roy, and V. Sander. A quality of service architecture that combines resource reservation and application adaptation. In Proc. of the 8th Intl. Workshop on Quality of Service, pages 181-188, 2000.
15. I. T. Foster. Globus Toolkit Version 4: Software for Service-Oriented Systems. In Proc. of the 2005 IFIP Intl. Conference on Network and Parallel Computing, pages 2-13, 2005.
16. X. He, X. Sun, and G. Laszewski. A QoS Guided Scheduling Algorithm for Grid Computing. In Proc. of the Int'l Workshop on Grid and Cooperative Computing, 2002.
17. N. H. Kapadia, J. A. B. Fortes, and C. E. Brodley. Predictive Application-Performance Modeling in a Computational Grid Environment. In 8th IEEE Intl. Symposium on High Perform. Distr. Comput., 1999.
18. S. Kounev. Performance Modeling and Evaluation of Distributed Component-Based Systems using Queueing Petri Nets. IEEE Transactions on Software Engineering, 32(7):486-502, July 2006.
19. S. Kounev and A. Buchmann. SimQPN - a tool and methodology for analyzing queueing Petri net models by means of simulation. Performance Evaluation, 63(4-5):364-394, May 2006.
20. D. Menascé, M. Bennani, and H. Ruan. Self-Star Properties in Complex Information Systems, Volume 3460 of LNCS, chapter On the Use of Online Analytic Performance Models in Self-Managing and Self-Organizing Computer Systems. Springer, 2005.
21. D. A. Menascé, V. A. Almeida, and L. W. Dowdy. Performance by Design. Prentice Hall, 2004.
22. D. A. Menascé and E. Casalicchio. A Framework for Resource Allocation in Grid Computing. In Proc. of the The IEEE Computer Society's 12th Annual Intl. Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, 2004.
23. D. A. Menascé, H. Ruan, and H. Gomaa. A Framework for QoS-Aware Software Components. In Proc. of the 4th Intl. Workshop on Software and Performance, 2004.
24. R. Nou, F. Julià, and J. Torres. Should the grid middleware look to self-managing capabilities? In Proc. of the 8th Intl. Symposium on Autonomous Decentralized Systems, 2007.
25. A. Othman, P. Dew, K. Djemamem, and I. Gourlay. Adaptive Grid Resource Brokering. In Proc. of the 2003 IEEE Intl. Conference on Cluster Computing, pages 172-179, 2003.
26. G. Pacifici, M. Spreitzer, A. Tantawi, and A. Youssef. Performance Management of Cluster-Based Web Services. IEEE Journal on Selected Areas in Communications, 23(12):2333-2343, Dec. 2005.
27. P. Shivam, S. Babu, and J. Chase. Learning Application Models for Utility Resource Planning. In Proc. of the 3rd Intl. Conference on Autonomic Computing, 2006.
28. X.-H. Sun and M. Wu. Grid Harvest Service: A System for Long-Term, Application-Level Task Scheduling. In Proc. of the 17th Intl. Symposium on Parallel and Distributed Processing, 2003.
29. G. Tesauro, R. Das, W. Walsh, and J. Kephart. Utility-Function-Driven Resource Allocation in Autonomic Systems. In Proc. of the 2nd Intl. Conference on Autonomic Computing, 2005.
30. G. Tesauro, N. Jong, R. Das, and M. Bennani. A hybrid reinforcement learning approach to autonomic resource allocation. In Proc. of the 3rd Intl. Conference on Autonomic Computing, 2006.
31. D. Xu, K. Nahrstedt, A. Viswanathan, and D. Wichadakul. QoS and Contention-Aware Multi-Resource Reservation. In Proc. of 9th IEEE Intl. Symposium on High Perform. Distr. Comput., 2000.