This whitepaper looks at the performance and efficient of GPU database acceleration when using the Dell EMC PowerEdge R940xa server to run Brytlyt GPU DBMS. The objective is to show how the unique CPU to GPU ratio in R940xa is well suited for this new and emerging category of database workloads that leverage the powerful capabilities of the GPUs.