Title :
Parallel 3D-FFT Spherical Decomposition Implementation
Author :
Moustafa, Karim ; Bakr, Mohamed ; Fakhr, Waleed
Author_Institution :
Coll. of Comput. & Inf. Technol. (CCIT), Arab Acad. of Sci. & Technol. & Maritime Transp. (AASTMT), Cairo, Egypt
Abstract :
In order to introduce more efficient high performance computing (HPC) applications we need to provide new solution paradigms for the complex heterogeneous systems. Most of the HPC applications, as in the molecular dynamics simulation, implement the parallel FFT algorithm that consumes a major portion of the application execution time. Parallel FFT algorithms are always subject for performance enhancements. This work provides a new methodology for reducing the FFT algorithm data input. In addition, this paper aims to provide a prototype implementation for parallel 3D FFT spherical cutoff data input reduction.
Keywords :
fast Fourier transforms; parallel algorithms; FFT algorithm data input; HPC applications; fast Fourier transforms; heterogeneous systems; high performance computing; molecular dynamics simulation; parallel 3D-FFT spherical decomposition; parallel FFT algorithm; spherical cutoff data input reduction; Accuracy; Computer architecture; Heuristic algorithms; Program processors; Scalability; Slabs; Three-dimensional displays; FFT; decomposition; high performance; parallel; spherical;
Conference_Titel :
Computational Science and Computational Intelligence (CSCI), 2014 International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/CSCI.2014.18