Dietary restriction in Cluster Headache management involves identifying and eliminating specific trigger foods that may activate neurogenic inflammatory pathways or induce vasodilation. The primary mechanism focuses on reducing potential neurological and vascular stimuli by avoiding foods like alcohol, aged cheeses, processed meats, and foods containing nitrates, thereby potentially decreasing the frequency and intensity of cluster headache episodes through neurochemical modulation.