Title :
Systolic arrays-warp speed ahead for compute-bound problems using systolic arrays
Author :
Singh, Supreet ; Han, Jia-Yuan
Author_Institution :
Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
The nature of parallel processing and the operation of high-speed parallel computing structures highly suited for implementation in VLSI are explained. As an example, a systolic array configuration for matrix vector multiplication is considered. Practical implementation issues that need to be resolved are discussed. These concern solving problems larger than array size, mapping of algorithms to arrays, lack of programmability, clock skew, reliability, and design for large systolic arrays.<>
Keywords :
VLSI; circuit reliability; logic design; parallel algorithms; parallel architectures; systolic arrays; VLSI; clock skew; design; lack of programmability; mapping of algorithms; matrix vector multiplication; parallel processing; reliability; systolic array configuration; Central Processing Unit; Concurrent computing; Demand forecasting; Discrete Fourier transforms; Finite impulse response filter; High performance computing; Parallel processing; Supercomputers; Systolic arrays; Weather forecasting;
Journal_Title :
Potentials, IEEE