This document discusses parallel computing concepts including taxonomy, performance metrics, and Amdahl's law. It describes four categories of parallel computing taxonomy: SISD, SIMD, MISD, and MIMD. Key performance metrics discussed include speedup, efficiency, and scaling efficiency. Amdahl's law predicts that as more processors are added, the speedup gains diminish due to sections of code that cannot be parallelized.