The third Saudi Arabian High Performance Computing(SAHPC) conference is held December 1-3 at KAUST. Topics of this conference include: large-scale simulation, large-scale data for exascale computing, high performance visualization and analytics, exploitation of emerging hardware accelerators, computational science and engineering and cloud computing.