In this case study we investigate software reliability
models and their applicability to process improvement at an
IT help desk. We propose a model selection framework and
demonstrate its success using real help desk incident data from
a portfolio of 156 desktop software applications. Incidents are
predicted at five intervals and measured against actual numbers
of submitted incidents. We analyze in