The boulevard (as well as Petrovka Street and Petrovsky Gates) is named after Vysoko-Petrovsky Monastery.
The avenue, together with Petrovka Street and Petrovsky Gates, is commemorated in honor of Vysoko-Petrovsky Monastery.