Performance modeling and analysis of an autonomic router

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Conference Marco Gribaudo, Lelio Campanile, Mauro Iacono, Michele Mastroianni — 2019 · Proceedings - European Council for Modelling and Simulation, ECMS

Venue & metadata

Journal/Proceedings: Proceedings - European Council for Modelling and Simulation, ECMS
Volume: 33
Number: 1
Pages: 441 – 447
Note: Cited by: 1
Author keywords: Autonomic networks; Performance evaluation; Petri nets; Software defined networks

Abstract

Modern networking is moving towards exploitation of autonomic features into networks to reduce management effort and compensate the increasing complexity of network infrastructures, e.g. in large computing facilities such the data centers that support cloud services delivery. Autonomicity provides the possibility of reacting to anomalies in network traffic by recognizing them and applying administrator defined reactions without the need for human intervention, obtaining a quicker response and easier adaptation to network dynamics, and letting administrators focus on general system-wide policies, rather than on each component of the infrastructure. The process of defining proper policies may benefit from adopting model-based design cycles, to get an estimation of their effects. In this paper we propose a model-based analysis approach of a simple autonomic router, using Stochastic Petri Nets, to evaluate the behavior of given policies designed to react to traffic workloads. The approach allows a detailed analysis of the dynamics of the policy and is suitable to be used in the preliminary phases of the design cycle for a Software Defined Networks compliant router control plane. ©ECMS Mauro Iacono, Francesco Palmieri, Marco Gribaudo, Massimo Ficco (Editors).

Keywords

Information management Petri nets Software defined networking Stochastic control systems Stochastic models Stochastic systems Autonomic network Human intervention Model- based designs Model-based analysis Network infrastructure Performance evaluation Performance modeling and analysis Stochastic Petri Nets Routers

Links & artifacts

DOI Publisher

@conference{Gribaudo2019441,
  author = {Gribaudo, Marco and Campanile, Lelio and Iacono, Mauro and Mastroianni, Michele},
  title = {Performance modeling and analysis of an autonomic router},
  year = {2019},
  journal = {Proceedings - European Council for Modelling and Simulation, ECMS},
  volume = {33},
  number = {1},
  pages = {441 – 447},
  doi = {10.7148/2019-0441}
}

Suggested citation

Gribaudo, M., Campanile, L., Iacono, M., & Mastroianni, M. (2019). Performance modeling and analysis of an autonomic router [Conference paper]. Proceedings - European Council for Modelling and Simulation, ECMS, 33(1), 441–447. https://doi.org/10.7148/2019-0441

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