• DocumentCode
    154059
  • Title

    Trace-Driven Simulation for Energy Consumption in High Throughput Computing Systems

  • Author

    Forshaw, Matthew ; Thomas, Nathan ; McGough, A. Stephen

  • Author_Institution
    Sch. of Comput. Sci., Newcastle Univ., Newcastle upon Tyne, UK
  • fYear
    2014
  • fDate
    1-3 Oct. 2014
  • Firstpage
    27
  • Lastpage
    34
  • Abstract
    High Throughput Computing (HTC) is a powerful paradigm allowing vast quantities of independent work to be performed simultaneously. However, until recently little evaluation has been performed on the energy impact of HTC. Many organisations now seek to minimise energy consumption across their IT infrastructure though it is unclear how this will affect the usability of HTC systems. We present here HTC-Sim, a simulation system which allows the evaluation of different energy reduction policies across an HTC system comprising a collection of computational resources dedicated to HTC work and resources provided through cycle scavenging -- a Desktop Grid. We demonstrate that our simulation software scales linearly with increasing HTC workload.
  • Keywords
    digital simulation; energy conservation; energy consumption; grid computing; power aware computing; HTC systems; HTC workload; HTC-Sim; IT infrastructure; computational resources; cycle scavenging; desktop grid; energy consumption minimisation; energy impact; energy reduction policies evaluation; high throughput computing systems; simulation software; simulation system; trace-driven simulation; Checkpointing; Computational modeling; Computers; Educational institutions; Energy consumption; Resource management; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Distributed Simulation and Real Time Applications (DS-RT), 2014 IEEE/ACM 18th International Symposium on
  • Conference_Location
    Toulouse
  • ISSN
    1550-6525
  • Print_ISBN
    978-1-4799-6143-6
  • Type

    conf

  • DOI
    10.1109/DS-RT.2014.12
  • Filename
    6957173