Combining response surface methodology with numerical models for optimization of class-based queueing systems

Proceedings of the International Conference on Dependable Systems and Networks

Volumn , Issue , 2005, Pages 550-559

  Kemper, Peter ^a   Müller, Dennis ^a   Thümmler, Axel ^a  

^a TU DORTMUND UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED VARIANTS; CLASS-BASED QUEUEING SYSTEMS; NUMERICAL MODELS; RESPONSE SURFACE METHODOLOY (RSM);

AUTOMATION; COMPUTER SOFTWARE; HIERARCHICAL SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION;

QUEUEING NETWORKS;

EID: 27544477842     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSN.2005.28     Document Type: Conference Paper

References (18)

1. M. Ajmone Marsan, G. Balbo, G. Conte, S. Donatelli, and G. Francheschinis, Modelling with Generalized Stochastic Petri Nets, John Wiley & Sons, 1995.
2. F. Bause, P. Buchholz, and P. Kemper, A Toolbox for Functional and Quantitative Analysis of DEDS, Proc. Tools'98, LNCS 1469, 356-359, Springer, 1998. 〈www4.cs.uni-dortmund.de/APNN-TOOLBOX/〉
3. th Europ. Simulation Multiconference, 543-547, SCS Publishing, 2002.
4. P. Buchholz and P. Kemper, Kronecker Based Matrix Representations for Large Markov Models, Validation of Stochastic Systems, LNCS 2925, 256-295, Springer, 2004.
5. P. Buchholz, M. Telek, and A. Thümmler, A Novel Approach for Fitting Probability Distributions to Real Trace Data with the EM Algorithm, Proc. Int. Conf. of Dependable Systems and Networks (DSN), Yokohama, Japan, 2005.
6. D.D. Deavours, et al., The Möbius Framework and Its Implementation, IEEE TSE 28, 956-969, 2002.
7. S. Floyd and V. Jacobson, Link-sharing and Resource Management Models for Packet Networks, IEEE/ACM Transactions on Networking 3, 365-386, 1995.
8. Int. Traffic Archive 〈ita.ee.lbl.gov/index.html〉
9. V. Jacobson, K. Nichols, and L. Zhang, A Two-bit Differentiated Service Architecture for the Internet, Request for Comments 2638, Internet Engineering Task Force, 1999.
10. S. Kirkpatrick, C. D. Gelatt, and M.P. Vecchi, Optimization by Simulated Annealing, Science 220, 1983.
11. J.P.C. Kleijnen and R.G. Sargent, A Methodology for Fitting and Validating Metamodels in Simulation, European Journal of Operational Research 120, 14-29, 2000.
12. rd Edition, McGraw-Hill, 2000.
13. A. Michalas, et al., Proportional Delay Differentiation Provision by Bandwidth Adaptation of Class-based Queue Scheduling, Int. J of Communication Systems 17, 2004.
14. A. Miner and D. Parker, Symbolic Representations and Analysis of Large Probabilistic Systems, Validation of Stochastic Systems, LNCS 2925, 296-338, Springer, 2004.
15. nd Edition, John Wiley, 2002.
16. H.G. Neddermeijer, et al, A Framework for Response Surface Methodology for Simulation Optimization, Proc. Winter Simulation Conference, USA, 129-136, 2000.
17. H.P. Schwefel, Evolution and Optimum Seeking, John Wiley, 1995.
18. W.J. Stewart, Introduction to the Numerical Solution of Markov Chains, Princeton University Press, 1994.