Integrating Event-B Modelling and Discrete-Event Simulation to Analyse Resilience of Data Stores in the Cloud

Linas Laibinis, Benjamin Byholm, I Pereverzeva, Elena Troubitsyna, KE Tan, Ivan Porres Paltor

    Forskningsoutput: Kapitel i bok/konferenshandlingKonferensbidragVetenskapligPeer review

    3 Citeringar (Scopus)

    Sammanfattning

    Ensuring resilience of large data stores in the cloud is a challenging engineering issue. It requires the development techniques that allow the designers to predict the main resilience characteristics — fault tolerance and performance — at the early design stages. In this paper, we experiment with integrating Event-B modelling with discrete-event simulation. Event-B allows us to reason about correctness and data integrity properties of data stores, while discrete-event simulation in SimPy enables quantitative assessment of performance and reliability. Since testing in a real cloud environment is expensive and time-consuming, the proposed approach offers several benefits in industrial settings.
    OriginalspråkOdefinierat/okänt
    Titel på gästpublikationIntegrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings
    RedaktörerE Albert, E Sekerinski
    FörlagSpringer
    Sidor103–119
    ISBN (elektroniskt)978-3-319-10181-1
    ISBN (tryckt)978-3-319-10180-4
    DOI
    StatusPublicerad - 2014
    MoE-publikationstypA4 Artikel i en konferenspublikation
    Evenemangconference; 2014-09-09; 2014-09-11 - Bertinoro, Italy
    Varaktighet: 9 sep 201411 sep 2014

    Konferens

    Konferensconference; 2014-09-09; 2014-09-11
    Period09/09/1411/09/14

    Nyckelord

    • Event-B
    • discrete-event simulation
    • formal modelling

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