A talk by Shaun Murakami and Phil Estes at the OpenStack Summit Paris, Fall 2014. We look at real-world scenarios deploying and managing workloads in a multi-platform environment of compute architectures including IBM System z (traditional mainframe), POWER, and Intel architectures. Moving beyond a homogeneous data center to a mix of enterprise architectures adds potential complexities around hypervisor support, deployment capabilities, and management of disparate workloads--of which some might be CPU-centric while others are not.