| CPC H04L 67/02 (2013.01) [G06F 16/9566 (2019.01); G06F 16/9574 (2019.01); H04L 67/01 (2022.05); H04L 67/535 (2022.05); H04L 67/563 (2022.05); H04L 67/568 (2022.05); H04L 67/5681 (2022.05); H04L 67/5682 (2022.05)] | 32 Claims |

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1. A method comprising:
observing, at a computing device, a first root request having a first set of parameters;
observing a first child request for a first child object;
identifying a correlation between the first set of parameters and the first child request;
creating, using the computing device, a prediction model that associates at least one parameter from the first set of parameters with the first child request;
observing, at the computing device, a second root request having a second set of parameters different from the first set of parameters;
determining that the second set of parameters includes a parameter value that matches the at least one parameter associated in the prediction model; and
generating, using the computing device and based on the prediction model, a prefetch hint identifying the first child object.
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