Although I haven't synthesized Perovskites with Cs or Cl, I have been working with CH3 cation and Iodine anion. DMSO can be used to dissolve my precursors, but also Dimethylformamide (DMF), and gamma-butyrolactone.
Mistures of DMF and DMSO also have been reported to dissolve them too.