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Naive Bayesian Based Target Selection for Distributed Real-Time System : A new target selection approach for achieving timeliness in distributed real-time system - Radhika Garg
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Naive Bayesian Based Target Selection for Distributed Real-Time System : A new target selection approach for achieving timeliness in distributed real-time system - Livres de poche

2010, ISBN: 3639184718

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Naive Bayesian Based Target Selection for Distributed Real-Time System - Livres de poche

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Garg, Radhika:
Naive Bayesian Based Target Selection for Distributed Real-Time System - Livres de poche

2010

ISBN: 9783639184716

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ISBN: 9783639184716

This book introduces an innovative yet very simple approach to solve the most important issue in distributed real-time environment - target selection for task migration. It addresses inhe… Plus…

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Naive Bayesian Based Target Selection for Distributed Real-Time System - Livres de poche

ISBN: 9783639184716

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Naive Bayesian Based Target Selection for Distributed Real-Time System: A new target selection approach for achieving timeliness in distributed real-time system

This book introduces an innovative yet very simple approach to solve the most important issue in distributed real-time environment - target selection for task migration. It addresses inherent in-deterministic network delay and difficulty to predict the behavior of participating nodes in target selection. In this approach, nodes use Naive Bayesian classifier to dynamically learn the behavior of buddy nodes over a period of time. This information educates the node about the job arrival pattern on the remote node, load information and responses to the previous migration attempts. With this constantly updated information, nodes probabilistically estimate the best buddy node for migration. Naive Bayesian approach incurs minimal computational overhead, making the target selection highly efficient and is very effective in heterogeneous distributed environment as well. This book also discusses architecture of a new distributed real-time OS RK+OpenMosix designed to achieve decentralize online task scheduling and independence from underlying network architecture. This was also used as a baseline to compare the performance of Naive-Bayesian classifier based target selection approach.

Informations détaillées sur le livre - Naive Bayesian Based Target Selection for Distributed Real-Time System: A new target selection approach for achieving timeliness in distributed real-time system


EAN (ISBN-13): 9783639184716
ISBN (ISBN-10): 3639184718
Version reliée
Livre de poche
Date de parution: 2010
Editeur: VDM Verlag Dr. Müller

Livre dans la base de données depuis 2007-02-10T09:02:13+01:00 (Paris)
Page de détail modifiée en dernier sur 2022-11-22T20:21:34+01:00 (Paris)
ISBN/EAN: 3639184718

ISBN - Autres types d'écriture:
3-639-18471-8, 978-3-639-18471-6
Autres types d'écriture et termes associés:
Auteur du livre: garg
Titre du livre: bayesian, naïve, target, selection, naive


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