Patent ID: 9563725
Date: 2017-02-07
CPC Classifications: G06F,G06Q

Claim:
1. At least one non-transitory computer-readable storage medium comprising instructions that, when executed, cause a system to: receive a compound model specification comprising a frequency model and a severity model, the compound model specification including a model error comprising a frequency model error and a severity model error; receive a number of models to generate, a plurality of frequency models and a plurality of severity models generated based on the received number; generate, using a perturbation component operating on a processor circuit, the plurality of frequency models from the frequency model and the frequency model error by perturbing the frequency model according to the frequency model error, wherein each of the generated plurality of frequency models corresponds to an adjustment of the received frequency model according to a deviation from the received frequency model within the frequency model error; generate, using the perturbation component, the plurality of severity models from the severity model and the severity model error by perturbing the severity model according to the severity model error, wherein each of the generated plurality of severity models corresponds to an adjustment of the received severity model according to a deviation from the received severity model within the severity model error; determine that the number of models is at least equal in number to a plurality of distributed worker nodes; divide the generation of a plurality of compound model samples among the plurality of distributed worker nodes by assigning each of the plurality of distributed worker nodes the generation of all compound model samples for one or more of the plurality of frequency models and the plurality of severity models; generate the plurality of compound model samples from each of the plurality of frequency models and severity models; and generate aggregate statistics from the plurality of compound model samples.