Self-adapting software for numerical linear algebra library routines on clusters

被引:0
|
作者
Chen, ZZ [1 ]
Dongarra, J [1 ]
Luszczek, P [1 ]
Roche, K [1 ]
机构
[1] Univ Tennessee, Dept Comp Sci, Knoxville, TN 37996 USA
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article describes the context, design, and recent development of the LAPACK for Clusters (LFC) project. It has been developed in the framework of Self-Adapting Numerical Software (SANS) since we believe such an approach can deliver the convenience and ease of use of existing sequential environments bundled with the power and versatility of highly-tuned parallel codes that execute on clusters. Accomplishing this task is far from trivial as we argue in the paper by presenting pertinent case studies and possible usage scenarios.
引用
收藏
页码:665 / 672
页数:8
相关论文
共 50 条
  • [31] Tuning linear algebra for energy efficiency on multicore machines by adapting the ATLAS library
    Jakobs, Thomas
    Lang, Jens
    Ruenger, Gudula
    Stoecker, Paul
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 82 : 555 - 564
  • [32] Design of Vector Controller of PMSM Based onPan-Boolean Algebra Self-adapting PID Control
    Xu, Huazhong
    He, Jinquan
    Chen, Changzhe
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 714 - 718
  • [33] Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    Brest, Janez
    Greiner, Saso
    Boskovic, Borko
    Mernik, Marjan
    Zumer, Vijern
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2006, 10 (06) : 646 - 657
  • [34] A self-adapting linear inchworm piezoelectric actuator based on a permanent magnets clamping structure
    Gao, Yunye
    Wen, Jianming
    Ma, Jijie
    Zhang, Yu
    Wang, Renming
    Hu, Yili
    Li, Jianping
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 132 : 429 - 440
  • [35] NUMERICAL MODELING OF FLOW OF IMMISCIBLE FLUIDS IN SUBSURFACE RESERVOIRS USING A SELF-ADAPTING MESH
    KUKRETI, AR
    RAJAPAKSA, Y
    APPLIED MATHEMATICAL MODELLING, 1990, 14 (06) : 282 - 293
  • [36] The Matrix Template Library: A unifying framework for numerical linear algebra
    Siek, JG
    Lumsdaine, A
    OBJECT-ORIENTED TECHNOLOGY: ECOOP'98 WORKSHOP READER, 1998, 1543 : 466 - 467
  • [37] Zlib: A numerical library for optimal design of truncated power series algebra and map parameterization routines
    Yan, YT
    COMPUTATIONAL ACCELERATOR PHYSICS, 1997, (391): : 259 - 263
  • [38] High performance computing trends and self adapting numerical software
    Dongarra, Jack
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003, 2858 : 1 - 9
  • [39] High performance computing trends and self adapting numerical software
    Dongarra, J
    HIGH PERFORMANCE COMPUTING, 2003, 2858 : 1 - 9
  • [40] Self-adapting Fuzzy-PID Control of Variable Universe in the Non-linear System
    Gao, Mingqian
    He, Shanghong
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 1, PROCEEDINGS, 2008, : 473 - 478