In this paper, we study the theories with SU (2|4) symmetry which consist of the plane wave matrix model (PWMM), super Yang-Mills theory (SYM) on R × S 2 and SYM on R × S 3 /Z k . The last two theories can be realized as theories around particular vacua in PWMM, through the commutative limit of fuzzy sphere and Taylor's T-duality. We apply the localization method to PWMM to reduce the partition function and the expectation values of a class of supersymmetric operators to matrix integrals. By taking the commutative limit and performing the T-duality, we also obtain the matrix integrals for SYM on R × S 2 and SYM on R × S 3 /Z k . In this calculation, we ignore possible instanton effects and our matrix integrals describe the perturbative part exactly. In terms of the matrix integrals, we also provide a nonperturbative proof of the large-N reduction for circular Wilson loop operator and free energy in N = 4 SYM on R × S