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Nancy: an efficient parallel Network Calculus library

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This paper describes Nancy, a Network Calculus (NC) library that allows users to perform complex min-plus and max-plus algebra operations effi-ciently. To the best of our knowledge, Nancy is the… Click to show full abstract

This paper describes Nancy, a Network Calculus (NC) library that allows users to perform complex min-plus and max-plus algebra operations effi-ciently. To the best of our knowledge, Nancy is the only open-source library that implements operators working on arbitrary piecewise-linear functions (as opposed to only concave/convex ones), as well as to implement some of them (e.g. sub-additive closure and function composition). Nancy allows researchers to compute NC results using a staightforward syntax, which matches the algebraic one. Moreover, it is designed having computational efficiency in mind: it exploits clever data representation, it uses inheritance to allow for faster algorithms when they are available (e.g., for specific subclasses of functions), and it is natively parallel, thus reaping the benefit of multicore hardware. This makes it usable to solve NC problems which were previously considered beyond the realm of tractable.

Keywords: network calculus; nancy; calculus library; nancy efficient; efficient parallel

Journal Title: SoftwareX
Year Published: 2022

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