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On Delays in Management Frameworks: Metrics, Models and Analysis

Laurent Andrey 1 Abdelkader Lahmadi 1 Olivier Festor 1
1 MADYNES - Management of dynamic networks and services
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : Management performance evaluation means assessment of scalability, complexity, accuracy, throughput, delays and resources consumptions. In this paper, we focus on the evaluation of management frameworks delays through a set of specific metrics. We investigate the statistical properties of these metrics when the number of management nodes increases. We show that management delays measured at the application level are statistically modeled by distributions with heavy tails, especially the Weibull distribution. Given that delays can substantially degrade the capacity of management algorithms to react and resolve problems it is useful to get a finer model to describe them.We suggest theWeibull distribution as a model of delays for the analysis and simulations of such algorithms.
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https://hal.inria.fr/inria-00105535
Contributor : Laurent Andrey <>
Submitted on : Wednesday, October 11, 2006 - 2:59:18 PM
Last modification on : Friday, February 26, 2021 - 3:28:04 PM

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Laurent Andrey, Abdelkader Lahmadi, Olivier Festor. On Delays in Management Frameworks: Metrics, Models and Analysis. 17th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management - DSOM 2006, Oct 2006, Dublin/Ireland. ⟨inria-00105535⟩

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