Domain oriented analysis of PDE (partial differential equations) splitting algorithms
Technical Report
·
OSTI ID:7061802
The authors consider the performance of Schwarz splitting algorithms for partial differential equation problems on the hypothetical Multi-FLEX machine. The particular multi-FLEX considered consists of eight clusters of FLEX-32 multiprocessors. The concept of execution domains is introduced to model the three levels of memory on these machines: local, locally shared, and global. The method of stochastic high-level Petri nets (SHLPN) is appliedto model the performance of these PDE splitting algorithms on a Multi-FLEX machine. For very large, but realistic, applications potential speedup to 300 for 2D problems and more for 3D problems is projected, along with processor utilization of over 90%. Real computations on real machines can fall far short of this potential and still be very successful.
- Research Organization:
- Purdue Univ., Lafayette, IN (USA). Dept. of Computer Science
- OSTI ID:
- 7061802
- Report Number(s):
- AD-A-194460/2/XAB
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
657000 -- Theoretical & Mathematical Physics
71 CLASSICAL AND QUANTUM MECHANICS
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99 GENERAL AND MISCELLANEOUS
990210* -- Supercomputers-- (1987-1989)
ALGORITHMS
ARRAY PROCESSORS
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71 CLASSICAL AND QUANTUM MECHANICS
GENERAL PHYSICS
99 GENERAL AND MISCELLANEOUS
990210* -- Supercomputers-- (1987-1989)
ALGORITHMS
ARRAY PROCESSORS
COMPUTER CALCULATIONS
DIFFERENTIAL EQUATIONS
EQUATIONS
MATHEMATICAL LOGIC
PARALLEL PROCESSING
PARTIAL DIFFERENTIAL EQUATIONS
PROGRAMMING