In this chapter, we study fundamental problems regarding the benefit and penalty of cycle stealing, where the ``donor'' server can help the ``beneficiary'' server when there are no donor's jobs. Dimensionality reduction (DR) allows us to analyze the mean response time of donor's jobs and beneficiary's jobs under a wide range of parameter settings. Results of our analysis illuminate principles on the general benefits of cycle stealing and the design of cycle stealing policies.
