Explore details about location Eastern Boulevard. Eastern Boulevard is a location situated within the Baltimore County alongside other areas such as Glen Arm Road, Maxwell Avenue, Campbell Boulevard. Additionally, some smaller parts of Eastern Boulevard include specific areas like Chesapeake Park Drive, Leland Avenue adding to the diversity of its landscape.