Many qEEG procedures can use as little as 3 minutes of resting state. Be sure to separate eyes open from eyes closed. For functional connectivity there are a few markers you may consider computing, such as phase locking, phase lag, or variations of phase locking. There are some markers and algorithms that seem to require longer recordings, such as up to 15 minutes if you want to use the VIGIL algorithm.