This document outlines a joint effort between IBM's Poughkeepsie Lab and Silicon Valley Lab to benchmark a 50TB data warehouse on System z and establish best practices for managing large data warehouses on the System z platform. It discusses using workload manager to handle mixed transactional and analytic workloads, implementation considerations, and references several other IBM Redbooks publications related to enterprise data warehousing with DB2 on System z.