DocumentCode :
826346
Title :
Performance Improvements for Efficient Electromagnetic Particle-In-Cell Computation on 1000s of CPUs
Author :
Bettencourt, Matthew T. ; Greenwood, Andrew D.
Author_Institution :
Res. Lab., RDHE, U.S. Air Force, Kirtland AFB, NM
Volume :
56
Issue :
8
fYear :
2008
Firstpage :
2178
Lastpage :
2186
Abstract :
The finite-difference time-domain technique for simulation of electromagnetic and low-density plasma phenomena is computationally expensive and can require tens of thousands of computer hours to produce one solution. Substantial gains can be made through memory streamlining (factors of 2.3times faster), efficient cache usage (factors of 3times improvement), and through better parallel design (improving scalability to four times the number of CPUs). These improvements are documented and tested across five different supercomputing hardware platforms for idealized problems designed to highlight the effect of the changes. Then, the cumulative effect of these changes are tested across the five different systems for a typical problem of interest, a relativistic magnetron, on 48 CPUs which shows a factor of two to seven reduction in run-time, or best case, from 21 h to only 3 h.
Keywords :
electromagnetic field theory; finite difference time-domain analysis; magnetrons; CPU; efficient cache usage; efficient electromagnetic particle-in-cell computation; electromagnetic phenomena simulation; finite-difference time-domain technique; low-density plasma phenomena; memory streamlining; relativistic magnetron; supercomputing hardware platforms; Computational modeling; Computer simulation; Electromagnetic fields; Finite difference methods; Hardware; Lattices; Plasma simulation; Scalability; Testing; Time domain analysis; Electromagnetic; finite-difference time-domain (FDTD); particle-in-cell (PIC);
fLanguage :
English
Journal_Title :
Antennas and Propagation, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-926X
Type :
jour
DOI :
10.1109/TAP.2008.926764
Filename :
4589074
Link To Document :
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