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The research is the result of a more than two-year collaboration between researchers at the Centrum Wiskunde & Informatica in the Netherlands and Google's research security, privacy, and anti-abuse group. The first phase of the attack was run on a heterogeneous CPU cluster that was hosted by Google and spread over eight physical locations. A second and more expensive phase was run on a heterogeneous cluster of K20, K40, and K80 GPUs that were also hosted by Google. Had the researchers performed their attack on Amazon's Web Services platform, it would have cost $560,000 at normal pricing. Had the researchers been patient and waited to run their attack during off-peak hours, the same collision would have cost $110,000. That's within the $75,000 to $120,000 range CWI's Stevens projected in late 2015.

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