During my first summer as an intern at MITRE I ran a comprehensive performance study on the VMware ESX cluster in the lab. I was able to determine the affects of the underlying storage system on performance. Using the results of disk I/O and addition network I/O tests I was able to determine the overhead to virtualization and the associated costs.