Title :
Poster: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale
Author :
Wang, Bingdong ; Either, S. ; Tang, Wei ; Ibrahim, Khalil ; Madduri, Kamesh ; Williams, S.W. ; Oliker, Leonid ; Williams, Trevor J.
Abstract :
The Gyrokinetic Particle-in-cell (PIC) method has been successfully applied in studies of low-frequency microturbulence in magnetic fusion plasmas. While the excellent scaling of PIC codes on modern computing platforms is well established, significant challenges remain in achieving high on-chip concurrency for the new path to exascale systems. In addressing associated issues, it is necessary to deal with the basic gather-scatter operation and the relatively low computational intensity in the PIC method. Significant advancements have been achieved in optimizing gather-scatter operations in the gyrokinetic PIC method for next-generation multi-core CPU and GPU architectures. In particular, we will report on new techniques that improve locality, reduce memory conflict, and efficiently utilize shared memory on GPU´s. Performance benchmarks on two high-end computing platforms -the IBM BlueGene/Q (Mira) system at the Argonne Leadership Computing Facility (ALCF) and the Cray XK6 (Titan Dev) with the latest GPU at Oak Ridge Leadership Computing Facility (OLCF) - will be presented.
Keywords :
flow simulation; graphics processing units; multiprocessing systems; physics computing; plasma interactions; turbulence; Argonne Leadership Computing Facility; Cray XK6 system; Extreme scale; GPU architecture; IBM BlueGene-Q system; Oak Ridge Leadership Computing Facility; PIC method; cell simulation; computing platform; exascale system; fusion plasma; gather-scatter operation; graphics processing unit; gyrokinetic particle-in-cell method; low-frequency microturbulence; magnetic fusion plasma; multicore CPU architecture; on-chip concurrency;
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
Conference_Location :
Salt Lake City, UT
Print_ISBN :
978-1-4673-6218-4
DOI :
10.1109/SC.Companion.2012.244