Advances, Systems and Applications
Table 8 The maturity level identified from our study and their concepts
Level | Name of level | Concept of level |
|---|---|---|
Level 1 | AI-ready level | Database developers have considered applying AI technologies to optimize the resource management of CNDBs and made a preliminary plan. |
Level 2 | AI-usage level | Database developers have applied AI technologies to optimize resource management for the separate part of database. |
Level 3 | Semi-automatic level | Database developers have realized intelligent resource management considering the integration of multiple parts of database, but it still needs human assistance in making decisions. |
Level 4 | Automatic level | The database can automatically optimize resource management according to the actual needs of the workload and realize the automatic decision-making and optimization of the database. |