Chalcedon would be the mirror image of Constantinople.
Yup, the Sassanids would had besieged it in the early 600s. Would they take it? Maybe, possibly ... they were more technically savvy then the Avars, for sure :)
In which case i.e. Persian conquest - the capital is moved to Thessalonika...