The present study will investigate the safety, tolerability and spectrum of side effects of Vorinostat in combination with radiation therapy. As such, this study will characterize the dose limiting toxicities (DLT) and maximum tolerated dose (MTD) of in combination with radiation therapy in patients with brain metastases.