A method and system for monitoring a resource consumption of an application running on a computer. A first metric describing the resource consumption of the application as a first function of time is tracked. A wavelet analysis of the first function is performed and a discontinuity is detected in the first function at a first time at which a coefficient determined from the wavelet analysis exceeds a specified threshold. The coefficient is indexed on a dilation parameter and a time offset parameter.