摘要: This paper briefly surveys the data dependent statistical methods useful for computer systems modelling. The techniques are classified according to their applicability toward comparison, tuning and design of systems. A review papers dealing with modelling is presented a comprehensive bibliography included provide source reference present potential applications system
syr.edu参考文章(31)
M.P. Racite, The Use of Pure and modified Regression Techniques for Developing Systems Performance Algorithms. Statistical Computer Performance Evaluation. pp. 347- 369 ,(1972) , 10.1016/B978-0-12-266950-7.50022-0
Y. Bard, K.V. Suryanarayana, On the Structure of CP-67 Overhead. Statistical Computer Performance Evaluation. pp. 329- 346 ,(1972) , 10.1016/B978-0-12-266950-7.50021-9
Harold A. Anderson, Robert G. Sargent, A STATISTICAL EVALUATION OF THE SCHEDULER OF AN EXPERIMENTAL INTERACTIVE COMPUTING SYSTEM Statistical Computer Performance Evaluation. pp. 73- 98 ,(1972) , 10.1016/B978-0-12-266950-7.50010-4
Edwin R. Lassettre, Allan L. Scherr, MODELLING THE PERFORMANCE OF THE OS/360 TIME-SHARING OPTION (TSO) Statistical Computer Performance Evaluation. pp. 57- 72 ,(1972) , 10.1016/B978-0-12-266950-7.50009-8
A.C. Yeh, AN APPLICATION OF STATISTICAL METHODOLOGY IN THE STUDY OF COMPUTER SYSTEM PERFORMANCE Statistical Computer Performance Evaluation. pp. 287- 327 ,(1972) , 10.1016/B978-0-12-266950-7.50020-7
G E P Box, William G Hunter, SEQUENTIAL DESIGN OF EXPERIMENTS FOR NONLINEAR MODELS. ,(1963)
G. E. P. BOX, N. R. DRAPER, The Bayesian estimation of common parameters from several responses Biometrika. ,vol. 52, pp. 355- 365 ,(1965) , 10.1093/BIOMET/52.3-4.355
Gerald Waldbaum, Evaluating computing system changes by means of regression models Proceedings of the 1973 ACM SIGME symposium. pp. 127- 135 ,(1973) , 10.1145/800268.809344
G. E.P. Box, William G. Hunter, A Useful Method For Model-Building Technometrics. ,vol. 4, pp. 301- 318 ,(1962) , 10.1080/00401706.1962.10490015
Y. Bard, Experimental evaluation of system performance IBM Systems Journal. ,vol. 12, pp. 302- 314 ,(1973) , 10.1147/SJ.123.0302