In what situations complex business logic with lot of calculations on huge data should be in salesforce vs should be outside salesforce but invoked via webservice?

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Asynchronous Apex wouldn't do the trick?

These calculations need to happen on 10 years of data so not sure brining that much in salesforce is good idea.

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