Title :
Synthesis of orthogonal systolic arrays for fault-tolerant matrix multiplication
Author :
Stojcev, M.K. ; Milovanovic, E.I. ; Markovic, S.R. ; Milovanovic, I.Z.
Author_Institution :
Fac. of Electron. Eng., Univ. of Nis, Nis, Serbia
Abstract :
This paper presents a procedure for designing fault-tolerant systolic array with orthogonal interconnects and bidirectional data flow (2DBOSA) for matrix multiplication. The method employs space-time redundancy to achieve fault-tolerance. The obtained array has Ω = n(n+2) processing elements, and total execution time of Ttot = 6n -5. The array can tolerate single transient errors and the majority of multiple error patterns with high probability. Compared to hexagonal array of same dimensions, the number of I/O pins is reduced for approximately 30%.
Keywords :
fault tolerant computing; logic design; matrix multiplication; systolic arrays; I/O pins; array synthesis; bidirectional data flow; fault-tolerant matrix multiplication; orthogonal interconnects; orthogonal systolic arrays; space-time redundancy; Biomedical computing; Circuit faults; Fault tolerance; Fault tolerant systems; Hardware; High performance computing; Integrated circuit interconnections; Microelectronics; Redundancy; Systolic arrays;
Conference_Titel :
Microelectronics Proceedings (MIEL), 2010 27th International Conference on
Conference_Location :
Nis
Print_ISBN :
978-1-4244-7200-0
DOI :
10.1109/MIEL.2010.5490472