Fast and scalable parallel matrix computations with optical buses (extended abstract)

被引:0
|
作者
Li, KQ [1 ]
机构
[1] SUNY Albany, Dept Math & Comp Sci, New Paltz, NY 12561 USA
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We present fast and highly scalable parallel computations for a number of important and fundamental matrix problems on linear arrays with reconfigurable pipelined optical bus systems. These problems include computing the Nth power, the inverse, the characteristic polynomial, the determinant, the rank, and an LU- and a QR-factorization of a matrix, and solving linear systems of equations. These computations axe based on efficient implementation of the fastest sequential matrix multiplication algorithm, and are highly scalable over a wide range of system size. Such fast and scalable parallel matrix computations were not seen before on distributed memory parallel computing systems.
引用
收藏
页码:1053 / 1062
页数:10
相关论文
共 50 条
  • [41] Fast digital identity revocation (extended abstract)
    Aiello, W
    Lodha, S
    Ostrovsky, R
    [J]. ADVANCES IN CRYPTOLOGY - CRYPTO'98, 1998, 1462 : 137 - 152
  • [42] Fast matrix computations for functional additive models
    Barthelme, Simon
    [J]. STATISTICS AND COMPUTING, 2015, 25 (01) : 47 - 63
  • [43] Fast matrix computations for functional additive models
    Simon Barthelmé
    [J]. Statistics and Computing, 2015, 25 : 47 - 63
  • [44] Fast and scalable computations of 2D image moments
    Wu, Chin-Hsiung
    Horng, Shi-Jinn
    Wen, Ching-Feng
    Wang, Yuh-Rau
    [J]. IMAGE AND VISION COMPUTING, 2008, 26 (06) : 799 - 811
  • [45] PARALLEL ALGORITHMS AND ARCHITECTURES BASED ON PIPELINED OPTICAL BUSES
    GUO, ZC
    CAULFIELD, HJ
    [J]. APPLIED OPTICS, 1995, 34 (35): : 8116 - 8124
  • [46] SEDEX: Scalable Entity Preserving Data Exchange (Extended Abstract)
    Sekhavat, Yoones A.
    Parsons, Jeffrey
    [J]. 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017), 2017, : 65 - 66
  • [47] BSP abstract state machines capture bulk synchronous parallel computations
    Ferrarotti, Flavio
    Gonzalez, Senen
    Schewe, Klaus-Dieter
    [J]. SCIENCE OF COMPUTER PROGRAMMING, 2019, 184
  • [48] Scalable parallel matrix multiplication on distributed memory parallel computers
    Li, KQ
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2001, 61 (12) : 1709 - 1731
  • [50] Modular scalable parallel architectures for fast transforms
    Johnson, RW
    Koyrakh, LA
    Pihl, DM
    [J]. 14TH ANNUAL IEEE INTERNATIONAL ASIC/SOC CONFERENCE, PROCEEDINGS, 2001, : 286 - 290