Models of architecture: Reproducible efficiency evaluation for signal processing systems

Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean François Nezan, Shuvra S. Bhattacharyya

    Tutkimustuotos: KonferenssiartikkeliTieteellinenvertaisarvioitu

    4 Sitaatiot (Scopus)

    Abstrakti

    The current trend in high performance and embedded signal processing consists of designing increasingly complex heterogeneous hardware architectures with non-uniform communication resources. In order to take hardware and software design decisions, early evaluations of the system non-functional properties are needed. These evaluations of system efficiency require high-level information on both the algorithms and the architecture. In this paper, we define the notion of Model of Architecture (MoA) and study the combination of a Model of Computation (MoC) and an MoA to provide a design space exploration environment for the study of the algorithmic and architectural choices. A cost is computed from the mapping of an application, represented by a model conforming a MoC onto an architecture represented by a model conforming an MoA. The cost is composed of a processing-related part and a communicationrelated part. It is an abstract scalar value to be minimized and can represent any non-functional requirement of a system such as memory, energy, throughput or latency.

    AlkuperäiskieliEnglanti
    OtsikkoIEEE International Workshop on Signal Processing Systems, SiPS 2016
    KustantajaIEEE
    Sivut121-126
    Sivumäärä6
    ISBN (elektroninen)9781509033614
    DOI - pysyväislinkit
    TilaJulkaistu - 9 jouluk. 2016
    OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
    TapahtumaIEEE International Workshop on Signal Processing Systems -
    Kesto: 1 tammik. 1900 → …

    Julkaisusarja

    NimiIEEE International Workshop on Signal Processing Systems
    ISSN (elektroninen)2374-7390

    Conference

    ConferenceIEEE International Workshop on Signal Processing Systems
    Ajanjakso1/01/00 → …

    Julkaisufoorumi-taso

    • Jufo-taso 1

    !!ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Signal Processing
    • Applied Mathematics
    • Hardware and Architecture

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