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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 - Paperback

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… More...

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

Naive Bayesian Based Target Selection for Distributed Real-Time System - Paperback

ISBN: 9783639184716

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

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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 - Paperback

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… More...

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Naive Bayesian Based Target Selection for Distributed Real-Time System
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Naive Bayesian Based Target Selection for Distributed Real-Time System - new book

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… More...

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Naive Bayesian Based Target Selection for Distributed Real-Time System - Radhika Garg
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Radhika Garg:
Naive Bayesian Based Target Selection for Distributed Real-Time System - Paperback

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… More...

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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.

Details of the book - 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
Hardcover
Paperback
Publishing year: 2010
Publisher: VDM Verlag Dr. Müller

Book in our database since 2007-02-10T08:02:13+00:00 (London)
Detail page last modified on 2022-11-22T19:21:34+00:00 (London)
ISBN/EAN: 3639184718

ISBN - alternate spelling:
3-639-18471-8, 978-3-639-18471-6
Alternate spelling and related search-keywords:
Book author: garg
Book title: bayesian, naïve, target, selection, naive


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