Title :
Performance evaluation of instruction systolic array processors
Author :
Sim, Leo Chin ; Leedham, Graham ; Schroder, Heiko
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
Abstract :
This paper describes the performance evaluation of an SIMD system on a commonly encountered standard linear equation problem. We introduce a prototype SIMD system, called the Systola 1024; whose parallel architecture is based upon the instruction systolic array concept. To evaluate the performance of this architecture we have implemented an in-cache problem to measure its MFLOP by solving the Gaussian elimination problem to obtain the LU factorization. We also examine the effects of increasing the array processors by a certain factor.
Keywords :
Gaussian processes; matrix decomposition; parallel processing; performance evaluation; systolic arrays; Gaussian elimination problem; factorization; parallel architecture; prototype SIMD system; standard linear equation problem; systolic array processors; Application software; Biology computing; Computer aided instruction; Computer architecture; Concurrent computing; Embedded computing; High performance computing; Random access memory; Read-write memory; Systolic arrays;
Conference_Titel :
Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
Print_ISBN :
981-04-8364-3
DOI :
10.1109/ICARCV.2002.1238545