Use the origin-assist scheme

With this prefetching scheme, when Akamai fetches an object from an origin, the response includes a new header that lists the next object in the sequence. Akamai can read this information and prefetch this object.

Basically, Akamai relies on assistance from your "intelligent" origin to trigger prefetching.