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Automatic Inference of Bounds on Resource Consumption

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Book cover Formal Methods for Components and Objects (FMCO 2012)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 7866))

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Abstract

In this tutorial paper, we overview the techniques that underlie the automatic inference of resource consumption bounds. We first explain the basic techniques on a Java-like sequential language. Then, we describe the extensions that are required to apply our method on concurrent ABS programs. Finally, we discuss some advanced issues in resource analysis, including the inference of non-cumulative resources and the treatment of shared mutable data.

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Author information

Authors and Affiliations

  1. Complutense University of Madrid (UCM), Spain

    Elvira Albert, Diego Esteban Alonso-Blas, Puri Arenas, Jesús Correas, Samir Genaim & Miguel Gómez-Zamalloa

  2. Technische Universität Darmstadt (TUD), Germany

    Antonio Flores-Montoya

  3. Technical University of Madrid (UPM), Spain

    Abu Naser Masud, German Puebla, José Miguel Rojas, Guillermo Román-Díez & Damiano Zanardini

Authors
  1. Elvira Albert
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  2. Diego Esteban Alonso-Blas
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  3. Puri Arenas
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  4. Jesús Correas
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  6. Samir Genaim
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  7. Miguel Gómez-Zamalloa
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  8. Abu Naser Masud
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  9. German Puebla
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  11. Guillermo Román-Díez
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  12. Damiano Zanardini
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Editor information

Editors and Affiliations

  1. Dept. of Computer Science, University of Bologna, Mura Anteo Zamboni, 7, 40127, Bologna, Italy

    Elena Giachino

  2. Dept. of Computer Science, Technical University of Darmstadt, Hochschulstr. 10, 64289, Darmstadt, Germany

    Reiner Hähnle

  3. Centre for Mathematics and Computer Science, CWI, Science Park 123, 1098 XG, Amsterdam, The Netherlands

    Frank S. de Boer

  4. Leiden Institute of Advanced Computer Science (LIACS), Leiden University, P.O. Box 9512, 2300 RA, Leiden, The Netherlands

    Marcello M. Bonsangue

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Albert, E. et al. (2013). Automatic Inference of Bounds on Resource Consumption. In: Giachino, E., Hähnle, R., de Boer, F.S., Bonsangue, M.M. (eds) Formal Methods for Components and Objects. FMCO 2012. Lecture Notes in Computer Science, vol 7866. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40615-7_4

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  • DOI: https://doi.org/10.1007/978-3-642-40615-7_4

  • Publisher Name: Springer, Berlin, Heidelberg

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