Patent ID: 10310749

Abstract:
A computer-implemented method for predicting failure of a disk that is configured to store digital data is provided. The method includes receiving health status data from a monitor that measures health status of the disk, the health status data including factor values associated with a plurality of respective disk failure factors, receiving an overall factor weight assigned to each disk failure factor, wherein the overall factor weight indicates the contribution of that factor in predicting a failure of the disk, and receiving, for each disk failure factor, a weight factor assigned to each bin of a set of bins, wherein each bin has an assigned range of factor values, the weight factor assigned to each bin indicating a probability of disk failure based on empirical results. The operations further include, for each disk failure factor, determining a bin having an assigned range of factor values that includes the associated factor value included in the health status data, determining the weight factor assigned to the bin determined, and determining a total failure value for the disk indicative of predicted risk of failure based on, for each disk failure factor, the weight factor determined and the overall factor weight assigned.