Patent ID: 11935570
Assignee: ORACLE INTERNATIONAL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A system comprising:
one or more processors; and
memory storing instructions that, when executed by the one or more processors, cause the system to perform operations comprising:
generating a data tape error correction value based on a frequency of a data tape experiencing a particular data tape error;
generating a data tape read quality value based on: (a) the data tape error correction value, (b) a data tape length value representing a length of the particular data tape traversed during data-processing operations, and (c) a scaling factor value based on a relationship between the particular data tape error, the data tape length value, and a degradation rate of the data tape;
wherein generating the scaling factor value comprises:
obtaining data tape attribute data for the data tape, the data tape attribute data corresponding to at least one of: (a) characteristics of the data tape, and (b) characteristics of an environment in which the data tape is located; and

applying a trained machine learning model to the data tape attribute data to generate the scaling factor value based on the data tape attribute data.