A network service database stores abstractions of services provided by network elements. The network elements may proactively initiate communication with the service database. Additionally, network elements may update the service database when the network element experiences a state change. Client applications may contact the service database to perform functions, such as provisioning network services, billing, and fault monitoring without having to be concerned with the underlying details of each of the network elements.