On the use of multivariate regression for performance characterisation of JavaSpaces
F. Hancke, Tom Dhaene, J. Broeckhove · Modeling, Analysis, and Simulation On Computer and Telecommunication Systems · 2004
This paper discusses research results on the performance characterisation of JavaSpaces. Whereas Design of Experiments provides a technique to obtain response surface models of second order with as few experiments as possible, the construction of higher order models makes more precise predictions possible. Analysis of Variance is iteratively used in combination with Linear Regression to obtain information about the performance characteristics of JavaSpaces, resulting in an accurate response surface model as a function of the input factors.