| CPC G06F 21/6254 (2013.01) [G06F 16/215 (2019.01); G06F 16/25 (2019.01); G06F 16/285 (2019.01)] | 20 Claims |

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1. A computer-implemented method for optimization of frequency based operations, the computer-implemented method comprising:
generating a usage metric corresponding to usage of a plurality of data elements;
determining, based on the usage metric, an access frequency associated with each data element of the plurality of data elements;
grouping each data element of the plurality of data elements into a first set of data elements or a second set of data elements based upon the determined access frequency;
refreshing the first set of data elements according to a first refresh protocol defining a first refresh rate;
refreshing the second set of data elements according to a second refresh protocol, wherein the second refresh protocol defines a second refresh rate less than the first refresh rate; and
outputting the plurality of refreshed data elements to a non-production data environment.
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