CPC G06F 11/3409 (2013.01) [G06F 9/46 (2013.01); G06F 11/3006 (2013.01); G06F 9/44505 (2013.01)] | 20 Claims |
1. A method for evaluating the rollout of a change to a data processing framework (DPF), the method comprising:
processing, by the one or more processors, a first set of jobs using the DPF with a proposed change to the DPF enabled to generate a first output set;
processing, by the one or more processors, a second set of jobs using the DPF with the proposed change to the DPF disabled to generate a second output set;
filtering, by the one or more processors, the first output set and the second output set based on one or more filtering criteria;
determining, by the one or more processors, a first performance cost value for processing the first set of jobs based on the filtered first output set;
determining, by the one or more processors, a second performance cost value for processing the second set of jobs based on the filtered second output set; and
determining, by the one or more processors, based on the first performance cost value and the second performance cost value, whether the proposed change is beneficial to the DPF.
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