• DocumentCode
    1955112
  • Title

    Evaluation of Rodinia Codes on Intel Xeon Phi

  • Author

    Misra, Goldi ; Kurkure, Nisha ; Das, Aruneema ; Valmiki, Manjunatha ; Das, S. ; Gupta, Arpan

  • Author_Institution
    Centre for Dev. of Adv. Comput., HPC Solutions, Pune, India
  • fYear
    2013
  • fDate
    29-31 Jan. 2013
  • Firstpage
    415
  • Lastpage
    419
  • Abstract
    High performance computing (HPC) is a niche area where various parallel benchmarks are constantly used to explore and evaluate the performance of Heterogeneous computing systems on the horizon. The Rodinia benchmark suite, a collection of parallel programs is one of them. These parallel programs allow measuring the performance of emerging heterogeneous computing architectures that consists of both, many core CPUs and accelerators such as GPUs. Intel\´s x86-based \´Many Integrated Core\´ (MIC) product "Xeon Phi" is one such architecture, which is developed to enhance the speed, performance and computing capability. Advanced architecture such as Intel\´s Many Integrated Core has revolutionized the HPC landscape by combining many Intel CPU cores onto a single chip. The paper addresses performance of two Rodinia kernels "LUD" and "HotSpot" when executed in "native mode" i.e. direct execution on Xeon Phi coprocessor and then offloaded by incorporating the offloading directives in the code to mobilize code segments from host (CPU) to Xeon Phi coprocessor. This paper also exhibits the performance of source code of LUD and Hotspot, in terms of execution time measured on Intel Xeon Phi architecture and on CPU as well.
  • Keywords
    coprocessors; multiprocessing systems; parallel processing; GPU; HPC landscape; HotSpot kernal; Intel Xeon Phi; LUD kernel; Rodinia code evaluation; Xeon Phi coprocessor; central processing unit; execution time; graphics processing unit; heterogeneous computing system; high performance computing; many core CPU; many integrated core product; parallel program; Benchmark testing; Coprocessors; Kernel; Matrix decomposition; Multicore processing; Scalability; Heterogeneous Computing.; High Performance Computing; Intel Xeon Phi; Rodinia Benchmark;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Modelling & Simulation (ISMS), 2013 4th International Conference on
  • Conference_Location
    Bangkok
  • ISSN
    2166-0662
  • Print_ISBN
    978-1-4673-5653-4
  • Type

    conf

  • DOI
    10.1109/ISMS.2013.118
  • Filename
    6498306