Advances, Systems and Applications
Table 9 Characteristics of the integrated maturity levels and AI indicators
AI dimension | Level 1 | Level 2 | Level 3 | Level 4 |
|---|---|---|---|---|
Smart resource prediction | Make plans to apply AI technologies in resource prediction | Apply AI technologies to predict resource consumption for the separate part of the database | Predict resource consumption semi-automatically considering multiple parts of the database, | Predict resource consumption automatically considering all parts of the database |
Smart resource scheduling | Make plans to apply AI technologies in resource scheduling | Apply AI technologies to schedule resource for the separate part of the database | Schedule resources semi- automatically between multiple parts of the database | Schedule resources automatically between all parts of the database |
Smart resource control | Make plans to apply AI technologies in resource control | Apply AI technologies to realize resource control for the separate part of the database | Realize semi-automatic resource control considering multiple parts of the database | Realize automatic resource control considering all parts of the database |
Smart resource scaling | Make plans to apply AI technologies in resource scaling | Apply AI technologies to scale resources for the separate part of the database | Scale resources semi-automatically considering multiple parts of the database | Scale resources automatically considering all parts of the database |