SLA-driven planning and optimization of enterprise applications

WOSP/SIPEW'10 - Proceedings of the 1st Joint WOSP/SIPEW International Conference on Performance Engineering

Volumn , Issue , 2010, Pages 117-128

  Li, Hui ^a   Casale, Giuliano ^b   Ellahi, Tariq ^b  

^a SAP RESEARCH   (Germany)

^b SAP Research CEC Belfast   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL COSTS; APPLICATION PERFORMANCE; CLOSED QUEUEING NETWORK; COST MODELS; COST-SAVING; ENTERPRISE APPLICATIONS; EXPERIMENTAL VALIDATIONS; FINITE CAPACITY; HARDWARE COST; MODEL-BASED; OPERATIONAL COSTS; PARETO OPTIMAL SOLUTIONS; POWER CONSUMPTION; REAL-WORLD; RESPONSE TIME; SERVICE LEVEL AGREEMENTS; SERVICE PROVIDER; TRADEOFF SOLUTION;

COSTS; GRAPHICAL USER INTERFACES; LOCAL AREA NETWORKS; MULTIOBJECTIVE OPTIMIZATION; OCEAN CURRENTS; OPTIMAL SYSTEMS; QUEUEING NETWORKS; RESOURCE ALLOCATION;

ENTERPRISE RESOURCE PLANNING;

EID: 77950492608     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1712605.1712625     Document Type: Conference Paper

References (30)

1. Above the clouds: A berkeley view of cloud computing. Technical Report UCB/EECS-2009-2028, University of California, Berkeley, 2009.
2. J. Anselmi, G. Casale, and P. Cremonesi. Approximate solution of multiclass queuing networks with region constraints. In Proc. of IEEE MASCOTS, pages 225-230, 2007.
3. D. Ardagna, C. Francalanci. Joint optimization of hardware and network systems . JPDC, 66(3), pages 469-485, Mar 2006.
4. L. Barroso. The price of performance: An economic case for chip multiprocessing. ACM Queue, 3(7):48-53, 2005.
5. L. A. Barroso and U. Hölzle. The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines. Morgan & Claypool, 2009.
6. M. Bertoli, G. Casale, and G. Serazzi. Jmt: performance engineering tools for system modeling. SIGMETRICS Perform. Eval. Rev., 36(4):10-15, 2009.
7. N. Beume, B. Naujoks, and M. Emmerich. SMS-EMOA: Multiobjective selection based on dominated hypervolume. European Journal of Operational Research, 3:1653-1669, 2007.
8. A. Brandwajn and W. M. McCormack. Efficient approximation for models of multiprogramming with shared domains. In Proc. of ACM SIGMETRICS, pages 186-194, 1984.
9. J. S. Chase, D. C. Anderson, P. N. Thakar, A. Vahdat, and R. P. Doyle. Managing energy and server resources in hosting centres. In Proc. of SOSP, pages 103-116. ACM, 2001.
10. Y. Chen, S. Iyer, X. Liu, D. Milojicic, and A. Sahai. Translating service level objectives to lower level policies for multi-tier services. Cluster Computing, 11:299-311, 2008.
11. K. Deb. Multi-Objective Optimization using Evolutionary Algorithms. Wiley Series in Systems and Optimization. John Wiley & Sons, 2001.
12. G. Derringer and R. Suich. Simultaneous Optimization of Several Response Variables. Journal of Quality Technology, 12:214-219, 1980.
13. X. Fan, W.-D. Weber, and L. A. Barroso. Power provisioning for a warehouse-sized computer. In proc. of the 34th Intl. Sym. on Computer Architecture, pages 13-23. ACM Press, 2007.
14. G. Franks, T. Omari, C. M. Woodside, O. Das, and S. Derisavi. Enhanced modeling and solution of layered queueing networks. IEEE Trans. Software Engineering, 35(2):148-161, 2009.
15. Intel. Intel processor pricing, 2007-2009. Online available: http://www.intc.com/priceList.cfm, accessed Mar 2009.
16. E. Kalyvianaki, T. Charalambous, and S. Hand. Self-adaptive and self-configured CPU resource provisioning for virtualized servers using kalman filters. In Proc. of the 6th Intl. Conf. on Autonomic Computing and Communications (ICAC), 2009.
17. S. Kounev. Performance modeling and evaluation of distributed component-based systems using queueing petri nets. IEEE Trans. on Software Engineering, 32(7):486-502, 2006.
18. A. E. Krzesinski and P. Teunissen. Multiclass queueing networks with population constrained subnetworks. In Proc. of ACM SIGMETRICS, pages 128-139, 1985.
19. E. D. Lazowska, J. Zahorjan, G. S. Graham, and K. C. Sevcik. Quantitative System Performance. Prentice-Hall, 1984.
20. H. Li, W. Theilmann, and J. Happe. SLA Translation in Multi-layered Service Oriented Architectures: Status and Challenges. Technical Report 2009-2108, Univ. of Karlsruhe, Germany, 2009.
21. D. Menasce and V. A. F. Almeida. Capacity Planning for Web Performance: Metrics, Models, and Methods. Prentice Hall, 1998.
22. M. Reiser and S. S. Lavenberg. Mean-value analysis of closed multichain queueing networks. Journal of the ACM, 27(2):312-322, 1980.
23. J. A. Rolia and K. C. Sevcik. The method of layers. IEEE Trans. on Software Engineering, 21(8):689-700, 1995.
24. T. Schneider. SAP Performance Optimization Guide. SAP Press, 2003.
25. TPC. TPC-C: on-line transaction processing benchmark V5, 2009. Online available: http://www.tpc.org/tpcc/, accessed Mar 2009.
26. B. Urgaonkar, G. Pacifici, P. J. Shenoy, M. Spreitzer, and A. N. Tantawi. An analytical model for multi-tier internet services and its applications. In Proc. of ACM SIGMETRICS, pages 291-302. ACM Press, 2005.
27. H. Wada, P. Champrasert, J. Suzuki, and K. Oba. Multiobjective Optimization of SLA-Aware Service Composition. In proc. of IEEE Congress on Services, pages 368-375, 2008.
28. E. Bondarev, M. Chaudron, and E. de Kock. Exploring performance trade-offs of a JPEG decoder using the deepcompass framework. In proc. of WOSP, pages 153-163, 2007.
29. S. Winder. Analog and Digital Filter Design, Second Edition. Newnes, 2002.
30. L. Zeng, B. Benatallah, A. H. H. Ngu, M. Dumas, J. Kalagnanam, and H. Chang. QoS-Aware Middleware for Web Services Composition. IEEE Trans. Software Engineering, 30(5):311-327, 2004.