Parhami's areas of research include parallel computer architecture, with a particular focus on the assessment of performance, complexity, and fault tolerance in interconnection networks; computer arithmetic, focusing on redundant and other unconventional number representation systems, and table-based methods; lastly dependable and fault-tolerant computing.