In CMDB modeling, accurately defining relationships is critical for impact analysis, service mapping, and Change Management. In this scenario, Application Servers can host multiple Applications, and Applications can also run across multiple Application Servers (for example, in clustered, load- balanced, or distributed architectures).
This architectural reality defines a many-to-many relationship between the Application Server table and the Application table.
In ServiceNow, many-to-many relationships are common for application hosting models, especially in modern environments that use horizontal scaling, redundancy, or containerized workloads. Modeling this correctly ensures that incidents, changes, and outages affecting a single server can be accurately traced to all impacted applications--and vice versa.
A one-to-many or many-to-one relationship would incorrectly assume exclusivity in one direction, which does not reflect real-world application deployment patterns. A one-to-one relationship would be even more restrictive and inaccurate.