**Group buffer pool sizing:** Kwame worked with Lisa Tran to size the group buffer pools (GBPs) based on the expected cross-invalidation rate. For heavily updated tables (like the ACCOUNTS table), a larger GBP was allocated to reduce castout frequency. Initial sizing: 8 GB total GBP space in the cou