Performance simulation of heterogeneous computing systems

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Abstract

    We have developed a simulation environment (PSE) for performance analysis of heterogeneous computing systems. Our focus is on. systems with many core accelerators. As multiprocessor chips are constantly evolving, simulation is a viable tool to explore different configurations and to understand the hardware-software interaction. PSE is a resource reservation based simulator for layered models that describe the resource provisioning and resource usage within a system. To illustrate our methodology and our simulation environment, we present a small-scale demonstrative experiment. The demonstrative experiment shows how accelerated processing can be modeled. In the model, we connect a GPU into a NPU for video stream processing.

    Original languageEnglish
    Title of host publicationModelling and Simulation 2014 - European Simulation and Modelling Conference, ESM 2014
    Pages59-64
    Number of pages6
    ISBN (Electronic)9789077381861
    Publication statusPublished - 2014
    MoE publication typeA4 Article in a conference publication
    EventEuropean Simulation and Modelling Conference - Porto, Portugal
    Duration: 22 Oct 201424 Oct 2014
    Conference number: 28

    Conference

    ConferenceEuropean Simulation and Modelling Conference
    Abbreviated titleESM
    CountryPortugal
    CityPorto
    Period22/10/201424/10/2014

    Keywords

    • Communication processors
    • Computer performance
    • Heterogeneous computing systems
    • Performance analysis
    • Simulation interfaces

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