The invention discloses a data
elimination method and device, equipment and a storage medium, is applied to a cache
system, and relates to the technical field of
cache management, and the data
elimination method comprises the steps of determining a preset number of candidate data items when the usage amount of a cache space of the cache
system reaches a preset threshold value; performing weighted calculation on the
feature vector of each candidate data item through a preset weighted scoring model to obtain an
elimination priority
score; the feature vectors are vectors representing
access frequency, timeliness, data size, access
delay and relevance; the relevance is the ratio of the member number of the
data cluster corresponding to the data item to the target number; the target number is the member number of the historical maximum
data cluster; and executing a data elimination operation on the candidate data items corresponding to the elimination priority scores meeting a preset
score condition. Therefore, the influence of the
data cluster to which the data item belongs on the data item is considered, and
data value evaluation is performed in combination with the multi-dimensional
feature vector, so that the data elimination accuracy can be improved to match actual access requirements.