• DocumentCode
    2290597
  • Title

    Realization of power aware software prefetching as a multi-objective optimization problem

  • Author

    Pyne, Sumanta ; Ray, Krishanu ; Pal, Ajit

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Kharagpur, Kharagpur, India
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    253
  • Lastpage
    259
  • Abstract
    Software prefetching is a performance-oriented optimization technique, which is generally used to reduce the gap between processor speed and memory access speed. When software prefetching is applied to memory-intensive benchmark programs, the performance improves with higher power consumption. The present work provides a mechanism to transform a program with software prefetching to its power-aware equivalent. This is done by executing the software prefetching program at different voltage-frequency pairs. Besides reducing the power, the performance has been improved by adjusting the prefetch distance. XEEMU-Panalyzer simulator is used to evaluate the present work. Experimental results of the proposed scheme guarantees that performance improvement of software prefetching program is possible at the cost of less power consumption. The proposed work can enable a compiler to generate power aware software prefetching program.
  • Keywords
    optimisation; power aware computing; program compilers; program processors; XEEMU-Panalyzer simulator; memory access speed; memory intensive benchmark program transform; multiobjective optimization problem; performance-oriented optimization technique; power aware software prefetching program compiler; power aware software prefetching realization; power consumption; processor speed; voltage-frequency pair; Arrays; Jacobian matrices; Optimization; Power demand; Prefetching; Three dimensional displays; SPP to PASPP transformation algorithm; multi-objective optimization problem; power-aware; prefetch distance; software prefetching; voltage-frequency pair;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Technology (ICCCT), 2011 2nd International Conference on
  • Conference_Location
    Allahabad
  • Print_ISBN
    978-1-4577-1385-9
  • Type

    conf

  • DOI
    10.1109/ICCCT.2011.6075118
  • Filename
    6075118