US Patent 10534773 Intelligent query parameterization of database workloads

Beneficial query parameterization of one or more databases may be automatically determined. Data associated with a workload of the one or more databases may be automatically gathered and accessed. The gathered data may then be automatically analyzed to determine whether query parameterization would be beneficial to the one or more databases. Based on the analysis one or more query parameterization recommendations may be generated for presentation to a user of the one or more databases. A user response associated with implementing at least one of the one or more query parameterization recommendations may then be received. Upon implementing at least one of the one or more recommendations, the at least one implemented recommendation may be automatically verified whether an expected improvement of the one or more databases has been realized. When the expected improvement has not been realized, the one or more databases may be reverted to a previous state.