I. To determine progression-free survival in newly diagnosed GBM and gliosarcoma patients treated with the study regimen. (Phase II) II. To further evaluate the safety profile of vorinostat in combination with RT and TMZ in this patient population. (Phase II) III. Determine the neurocognitive effects in patients treated on this protocol and correlate these results with outcome endpoints. (Phase II)