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

doi:10.1007/978-3-319-10181-1_7

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/konferenshandling › Publicerad konferensartikel › Vetenskaplig › Peer review

4 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.

Originalspråk	Odefinierat/okänt
Titel på värdpublikation	Integrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings
Redaktörer	E Albert, E Sekerinski
Förlag	Springer
Sidor	103–119
ISBN (elektroniskt)	978-3-319-10181-1
ISBN (tryckt)	978-3-319-10180-4
DOI	https://doi.org/10.1007/978-3-319-10181-1_7
Status	Publicerad - 2014
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	conference; 2014-09-09; 2014-09-11 - Bertinoro, Italy Varaktighet: 9 sep. 2014 → 11 sep. 2014

Konferens

Konferens	conference; 2014-09-09; 2014-09-11
Period	09/09/14 → 11/09/14

Nyckelord

Event-B
discrete-event simulation
formal modelling

Åtkomst av dokument

10.1007/978-3-319-10181-1_7

http://10.1007/978-3-319-10181-1

Citera det här

Laibinis, L., Byholm, B., Pereverzeva, I., Troubitsyna, E., Tan, KE., & Porres Paltor, I. (2014). Integrating Event-B Modelling and Discrete-Event Simulation to Analyse Resilience of Data Stores in the Cloud. I E. Albert, & E. Sekerinski (Red.), Integrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings (s. 103–119). Springer. https://doi.org/10.1007/978-3-319-10181-1_7

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abstract = "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.",

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author = "Linas Laibinis and Benjamin Byholm and I Pereverzeva and Elena Troubitsyna and KE Tan and {Porres Paltor}, Ivan",

year = "2014",

doi = "10.1007/978-3-319-10181-1_7",

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Laibinis, L, Byholm, B, Pereverzeva, I, Troubitsyna, E, Tan, KE & Porres Paltor, I 2014, Integrating Event-B Modelling and Discrete-Event Simulation to Analyse Resilience of Data Stores in the Cloud. i E Albert & E Sekerinski (red), Integrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings. Springer, s. 103–119, conference; 2014-09-09; 2014-09-11, 09/09/14. https://doi.org/10.1007/978-3-319-10181-1_7

Integrating Event-B Modelling and Discrete-Event Simulation to Analyse Resilience of Data Stores in the Cloud. / Laibinis, Linas; Byholm, Benjamin; Pereverzeva, I et al.
Integrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings. red. / E Albert; E Sekerinski. Springer, 2014. s. 103–119.

Forskningsoutput: Kapitel i bok/konferenshandling › Publicerad konferensartikel › Vetenskaplig › Peer review

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AU - Tan, KE

AU - Porres Paltor, Ivan

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AB - 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.

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Laibinis L, Byholm B, Pereverzeva I, Troubitsyna E, Tan KE, Porres Paltor I. Integrating Event-B Modelling and Discrete-Event Simulation to Analyse Resilience of Data Stores in the Cloud. I Albert E, Sekerinski E, redaktörer, Integrated Formal Methods, 11th International Conference, IFM 2014, Bertinoro, Italy, September 9-11, 2014, Proceedings. Springer. 2014. s. 103–119 doi: 10.1007/978-3-319-10181-1_7