Title :
An orthogonal multiprocessor for parallel scientific computations
Author :
Hwang, Kai ; Tseng, Ping-Sheng ; Kim, Dongseung
Author_Institution :
Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA
fDate :
1/1/1989 12:00:00 AM
Abstract :
An architecture called an orthogonal multiprocessor (OMP) is proposed. This OMP architecture has a simplified busing structure and partially shared memory and compares very favorably with fully shared-memory multiprocessors using crossbar switches, multiple buses, or multistage networks. The higher performance comes mainly from significantly increased memory bandwidth, fully exploited parallelism, reduced communication overhead, and lower hardware control complexities. Parallel algorithms being mapped include matrix arithmetic, linear system solver, FFT, array sorting, linear programming, and parallel PDE solutions. In most cases, linear speedup can be achieved on the OMP system. The OMP architecture provides linearly scalable performance and is well suited for building special-purpose scientific computers
Keywords :
mathematics computing; numerical methods; parallel algorithms; parallel architectures; FFT; OMP architecture; array sorting; linear programming; linear speedup; linear system solver; linearly scalable performance; matrix arithmetic; memory bandwidth; orthogonal multiprocessor; parallel PDE solutions; parallel scientific computations; partially shared memory; reduced communication overhead; simplified busing structure; special-purpose scientific computers; Arithmetic; Bandwidth; Communication switching; Communication system control; Computer architecture; Concurrent computing; Hardware; Parallel algorithms; Parallel processing; Switches;
Journal_Title :
Computers, IEEE Transactions on