The invention discloses a load-related
software aging detection method. The method comprises the following steps: S1, pressurizing to-be-detected
software by utilizing a
load generator; S2, periodically collecting a plurality of aging variables by utilizing a
monitoring tool, simplifying the key variables by adopting a dimension reduction method, performing linear
estimation on an aging trend by reducing
multicollinearity, analyzing the aging variables, and screening out a monitoring index with the highest correlation; s3, establishing an automatic
time sequence analysis model, and analyzing the screened monitoring indexes to obtain a
time sequence curve
signal; and S4, constructing a deviation graph according to the
time sequence curve
signal, and judging whether an aging phenomenon exists or not according to a deviation value and a change rule. The
software aging detection method solves the problem that a traditional
software aging detection method based on
trend detection is high infalse alarm rate, facilitates developers to detect the
software aging problem in the development stage, and avoids loss caused by the
software aging problem.