The application discloses a kind of determination method, device, equipment and computer storage medium of failure. The method comprises: obtaining the running data of multiple devices in a preset period, constructing the first
time lag matrix and multiple second
time lag matrices of running data using sliding window, calculating the first Cauchy-Schwarz
divergence of the first
time lag matrix and the target second time
lag matrix, the target second time
lag matrix is any one in multiple second time
lag matrices, if the first Cauchy-Schwarz
divergence is greater than the first threshold value, determine that the running data corresponding to the target second time lag matrix is abnormal, determine the failure of multiple devices. Thus, by calculating the Cauchy-Schwarz
divergence of the first time lag matrix and the second time lag matrix, according to the difference degree of the probability distribution between the
normal state data and the
test data, the failure problem is detected, the failure is identified earlier and more accurately, and the
detection rate of minor failure is improved.