• DocumentCode
    245562
  • Title

    A unified online directed acyclic graph flow manager for multicore schedulers

  • Author

    Kanoun, Karama ; Atienza, David ; Mastronarde, Nicholas ; Van der Schaar, Mihaela

  • Author_Institution
    Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
  • fYear
    2014
  • fDate
    20-23 Jan. 2014
  • Firstpage
    714
  • Lastpage
    719
  • Abstract
    Numerous Directed-Acyclic Graph (DAG) schedulers have been developed to improve the energy efficiency of various multi-core systems. However, the DAG monitoring modules proposed by these schedulers make a priori assumptions about the workload and relationship between the task dependencies. Thus, schedulers are limited to work on a limited subset of DAG models. To address this problem, we propose a unified online DAG monitoring solution independent from the connected scheduler and able to handle all possible DAG models. Our novel low-complexity solution processes online the DAG of the application and provides relevant information about each task that can be used by any scheduler connected to it. Using H.264/AVC video decoding as an illustrative application and multiple configurations of complex synthetic DAGs, we demonstrate that our solution connected to an external simple energy-efficient scheduler is able to achieve significant improvements in energy-efficiency and deadline miss rates compared to existing approaches.
  • Keywords
    decoding; directed graphs; power aware computing; processor scheduling; video coding; DAG monitoring modules; DAG schedulers; H.264/AVC video decoding; complex synthetic DAGs; external simple energy-efficient scheduler; low-complexity solution; multicore scheduler system; task dependency; unified online directed acyclic graph flow manager; Complexity theory; Computational modeling; Decoding; Monitoring; Multimedia communication; Schedules; Streaming media;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design Automation Conference (ASP-DAC), 2014 19th Asia and South Pacific
  • Conference_Location
    Singapore
  • Type

    conf

  • DOI
    10.1109/ASPDAC.2014.6742974
  • Filename
    6742974