Support for network structures

Hello,

A couple of data warehouse tools support analysis with snowflake
schemas very well. A lot of data structures can not be organized into a
system with a central fact table because several n:m relationships
exist between the entities.
Are there any improvements for multidimensional reports from such data
networks in the software development?

Regards,
Markus

.