Knowledge engineering relating to spatial web performance forecasting with sequential gaussian simulation method

Frontiers in Artificial Intelligence and Applications

Volumn 243, Issue , 2012, Pages 1439-1448

  Borzemski, Leszek ^a   Kamińska Chuchmała, Anna ^a  

^a WROCLAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

geostatistics; Knowledge engineering; Sequential Gaussian Simulation method; spatio temporal prediction; Web of Things; Web performance forecasting

Indexed keywords

ENGINEERING RESEARCH; GAUSSIAN DISTRIBUTION; INTERNET OF THINGS; KNOWLEDGE ENGINEERING; MULTI AGENT SYSTEMS; WEB SERVICES;

GEO-STATISTICS; PERFORMANCE FORECASTING; PERFORMANCE RESEARCH; SEQUENTIAL GAUSSIAN SIMULATION; SEQUENTIAL GAUSSIAN SIMULATION METHOD; SPATIO-TEMPORAL; SPATIO-TEMPORAL PREDICTION; WEB PERFORMANCE; WEB PERFORMANCE FORECASTING; WEB SERVERS;

FORECASTING;

EID: 84876590623     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: 10.3233/978-1-61499-105-2-1439     Document Type: Article

References (18)

1. Bohling G., Stochastic simulation and reservoir modeling workflow, C&PE 940, (2005)
2. Borzemski L., The experimental design for data mining to discover web performance issues in a Wide Area Network, Cybernetics and Systems: An International Journal 41, 31-45, (2010)
3. Borzemski L., Cichocki L., Kliber M., Fras M., Nowak Z., MWING: a multiagent system for Web site measurements, Lecture Notes in Computer Science, 4496, 278-287, (2007)
4. Borzemski L., Nowak Z., Using autonomous system topological information in a Web server per-formance prediction, Cybernetics and Systems, vol. 39, nr 7, 753-769, (2008)
5. Borzemski L., Kaminska-Chuchma-la A., 3D Web Performance Forecasting Using Turning Bands Method, Communications in Computer and Information Science, 160, 102-113, Springer-Verlag Berlin, (2011)
6. Borzemski L., Kaminska-Chuchmaa A., Spatial Web Performance Forecasting with Sequential Gaussian Simulation Method, Information Systems Architecture and Technology, Oficyna Wydawnicza PWr, ISBN 978-83-7493-630-9, 37-46, Wroc-law, (2011)
7. Borzemski L., Kaminska-Chuchma-la A., Knowledge discovery about web performance with geostatistical Turning Bands method, Lecture Notes in Artificial Intelligence, Vol. 6882, 581-590, (2011)
8. Borzemski L., Nowak Z., Using autonomous system topological information in a Web server per-formance prediction, Cybernetics and Systems, vol. 39, nr 7, 753-769, (2008)
9. Borzemski L., Kliber M., Nowak Z., Using data mining algorithms in Web performance prediction, Cybernetics and Systems, vol. 40, nr 2, 176-187, (2009)
10. Hansen T.M., Journel A.G., Tarantola A., Mosegaard K., Linear Inverse Gaussian theory and geostatistics, Geophysics, Vol. 71, No. 6, November-December, (2006)
11. Hicks P.J., Unconditional sequential Gaussian simulation for 3-D flow in a heterogeneous core, Journal of Petroleum Science and Engineering 16, 209-219, (1996)
12. Kaminska-Chuchma-la A., Wilczynski A., Application simulation methods to spatial electric load forecasting, Rynek Energii, 1(80), 2-9, (2009) (in Polish)
13. Kaminska-Chuchma-la A., Wilczynski A., Spatial electric load forecasting in transmission networks with Sequential Gaussian Simulation method, Rynek Energii, 1(92), 35-40, (2011) (in Polish)
14. King S.L., Sequential Gaussian simulation vs. simulated annealing for locating pockets of high-value commercial trees in Pennsylvania, Annals of Operations Research 95, 177-203, (2000)
15. Tarantola A., Inverse Problem Theory and Methods for Model Parameter Estimation, SCIAM Society for Industrial and Applied Mathematics, Philadelphia, (2005)
16. Wang G., Gertner G.Z., Parysow P., Anderson A.B., Spatial prediction and uncertainty analysis of topographical factors for the Revised Universal Soil Loss Equation (RUSLE), Journal of Soil and Water Conservation. 3rd Quarter, (2000)
17. Webster R., Oliver M.A., Geostatistics for Environmental Scientists, John Wiley & Sons, 2nd Edition, chapter 12, (2007)
18. Zanon S., Leuangthong O., Selected Implementation Issues with Sequential Gaussian Simulation, Centre for Computational Geostatistics Annual Report Papers 2003 62, (2003)