Oracle International Corporation

Aneesh Dahiya

Renata Khasanova

A computer-implemented method includes receiving an input for a deterministic model, and determining whether the input and an output from the model corresponding to the input are stored in a cache. The method further includes, in accordance with the input and the output not being stored in the cache, computing the output from the model based on the input, storing the input and the output as a cache element, and storing raw scores respectively indicating a usage frequency and order of usage of the element, and a computation time for computing the output. The method further includes calculating a caching score for the element; the caching score includes a sum of a normalized scores each corresponding to a product of a raw score and a scaling factor.

Caching strategy based on model execution time, frequency and input order with configurable priority

A computer-implemented method includes receiving a first input for a deterministic model and generating, in accordance with the model, a first output corresponding to the first input; the generating is performed in a first computation time. The method also includes storing the first input and the first output as a first input-output pair in a cache; the first input-output pair has a priority in the cache according to the first computation time. The method further includes subsequently receiving a second input for the model that is a duplicate of the first input; and generating a second output corresponding to the second input by retrieving the first output from the cache.

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Zurich, Switzerland

Aneesh Dahiya