Within systems engineering, -ilities are aspects or non-functional requirements. They are so-named because most of them end in "-ility."
A subset of them (Reliability, Availability, Serviceability, Usability, and Installability) are together referred to as RASUI.
For databases RASR is an important concept (Reliability, Availability, Scalability, and Recoverability). The "-ilities" often include:
Many of the "-ilities" can be applied to data quality.