Spokesmen for the committee say the hearing will be closed to the public.
Petraeus resigned from the CIA last week after acknowledging an extramarital affair. The liaison was discovered during an FBI investigation of harassing emails allegedly sent by Petraeus' biographer and mistress, Paula Broadwell, to Tampa socialite Jill Kelley. Broadwell allegedly saw Kelley as a rival.
The probe expanded to include Kelley's copious communications with the top U.S. commander In Afghanistan, Marine Gen. John Allen.