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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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Radhika Garg:

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

2010, ISBN: 3639184718

[EAN: 9783639184716], Nieuw boek, [SC: 7.67], [PU: VDM Verlag Dr. Müller], nach der Bestellung gedruckt Neuware -This book introduces an innovative yet very simple approach to solve the m… mais…

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Radhika Garg:

Naive Bayesian Based Target Selection for Distributed Real-Time System - Livro de bolso

ISBN: 9783639184716

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

2010

ISBN: 9783639184716

[ED: Softcover], [PU: VDM Verlag Dr. Müller], This book introduces an innovative yet very simple approach to solve the most important issue in distributed real-time environment - target s… mais…

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Naive Bayesian Based Target Selection for Distributed Real-Time System - nuovo livro

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… mais…

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Radhika Garg:
Naive Bayesian Based Target Selection for Distributed Real-Time System - Livro de bolso

ISBN: 9783639184716

Paperback, [PU: VDM Verlag], This book introduces an innovative yet very simple approach to solve the most important issue in distributed real-time environment - target selection for task… mais…

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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.

Dados detalhados do livro - 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
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: VDM Verlag Dr. Müller

Livro na base de dados desde 2007-02-10T06:02:13-02:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2022-11-22T16:21:34-03:00 (Sao Paulo)
Número ISBN/EAN: 3639184718

Número ISBN - Ortografia alternativa:
3-639-18471-8, 978-3-639-18471-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: garg
Título do livro: bayesian, naïve, target, selection, naive


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