  Quantum networks use quantum mechanics properties of entanglement and
teleportation to transfer data from one node to another. Hence, it is necessary
to have an efficient mechanism to distribute entanglement among quantum network
nodes. Most of research on entanglement distribution apply current state of
network and do not consider using historical data. This paper presents a novel
way to quicken connection setup between two nodes using historical data and
proactively distribute entanglement in quantum network. Results show, with
quantum network size increase, the proposed approach improves success rate of
connection establishments.
