Patent ID: 8538988
Filing Date: 2013-09-17
Classification: G06F

Abstract:
1. A computer-implemented method for storing of data mining models, the method comprising: creating a first data mining model having at least one of the following characteristics: quality and complexity; determining whether the first data mining model is a candidate for storing in a storage device in response to a criterion for the characteristics being met; determining whether the sum of the size of the first data mining model and sizes of further data mining models already stored in the storage device exceeds a storage limit; in response to the storage limit not being exceeded, storing the first data mining model is stored within the storage device; in response to the storage limit being exceeded, determining, based upon priorities of the first data mining model and the further data mining models, which data mining models to store in the storage device, the priorities being dependent at least on access frequencies of the respective data mining models, wherein: in response to the first data mining model having a priority that is greater than a second stored data mining model, removing the second stored data mining model from the storage device and storing the first data mining model within the storage device; and in response to the first data mining model having a priority that is less than all stored data mining models, maintaining all stored data mining models within the storage device while not storing the first data mining model within the storage device.