Title :
High Speed Eigenvalue Solver on the Cell Cluster System for Controlling Nuclear Fusion Plasma
Author :
Kushida, Noriyuki ; Takemiya, Hiroshi ; Tokuda, Shinji
Author_Institution :
Center for Comput. Sci. & E-Syst., Japan Atomic Energy Agency, Tokyo, Japan
Abstract :
In this study, we developed a high speed eigenvalue solver that is the necessity of plasma stability analysis system for International Thermo-nuclear Experimental Reactor (ITER) on Cell cluster system. Our stability analysis system is developed in order to prevent damages to the ITER from plasma disruption. MARG2D, which is the main part of the system, analyzes the state of plasma with the measured conditions instantaneously. According to our estimation, the most time consuming part of MARG2D is eigensolver and we must solve resulted eigensystem whose dimension is hundred thousand within a second. However, current massively parallel processor (MPP) type supercomputer is not applicable for such instantaneous calculation, because the overhead of network communication becomes dominant. Therefore, we employ Cell cluster system, whose processor has higher performance than MPP´s, because we can obtain sufficient processing power with small number of processors. Furthermore, we developed novel eigenvalue solver with the consideration of hierarchical architecture of Cell cluster: Inter processor, intra processor, and SIMD parallelism. Finally, we succeeded to solve the block tridiagonal Hermitian matrix, which had 1024 diagonal blocks and the size of each block was 128 Ã 128 within a second.
Keywords :
Hermitian matrices; eigenvalues and eigenfunctions; nuclear fusion; parallel machines; physics computing; Cell cluster system; MARG2D; MPP type supercomputer; SIMD parallelism; block tridiagonal Hermitian matrix; eigensystem; high speed eigenvalue solver; interprocessor parallelism; intraprocessor parallelism; massively parallel processor; nuclear fusion plasma; plasma disruption; plasma stability analysis system; thermo-nuclear experimental reactor; Control systems; Eigenvalues and eigenfunctions; Fusion reactors; Inductors; Magnetic analysis; Plasma materials processing; Plasma measurements; Plasma simulation; Plasma stability; Supercomputers; Cell cluster; Eigensolver; Parallel Computing; Plasma stability analysis; Preconditioned Conjugate Gradient Method;
Conference_Titel :
Parallel, Distributed and Network-Based Processing (PDP), 2010 18th Euromicro International Conference on
Conference_Location :
Pisa
Print_ISBN :
978-1-4244-5672-7
Electronic_ISBN :
1066-6192
DOI :
10.1109/PDP.2010.22