I. Introduction
Business data systems, including IBM Db2 have dozens of configuration parameters called knobs. Tuning the knobs have a huge influence on the performance of analytical query workloads. Configuration parameters control the accessible memory, including the sort-heap and buffer-pool, parallelism degree and adjusting the level of optimization.