Replication in Mobile Ad-hoc Network using Hopfield Network

1
Tanu Chawla
Tanu Chawla
2
Dr. Mukesh Kumar
Dr. Mukesh Kumar Ph.D. CSE
1 The Technological Institute of Textile & Sciences
2 Nims University , Jaipur (Rajshthan) India.

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GJCST Volume 13 Issue E15

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Mobile Ad hoc Network (MANET) is a network comprises of mobile nodes connected without any centralized administration. Each node in the network has the ability to share a large number of objects with other nodes. The nodes are connected with other nodes to forward a message to other nodes until the search for node that desire meets. This paper represents a new replication method to recover the performance in distributed system. Objects are replicated on different nodes in the network to minimize the search for an object. It is observed that mobility of nodes predicted using SOM (Self Organizing Maps) technique provides less accuracy. This paper represents an algorithm that uses the network parameters as input condition to replicate objects into the nodes. The decision for each node will be taken by gathering the input conditions and feed to the Hopfield Neural Network. It is view that it will provide more accuracy and improve the performance.

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No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

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No ethics committee approval was required for this article type.

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Not applicable for this article.

Tanu Chawla. 2013. \u201cReplication in Mobile Ad-hoc Network using Hopfield Network\u201d. Global Journal of Computer Science and Technology - E: Network, Web & Security GJCST-E Volume 13 (GJCST Volume 13 Issue E15): .

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GJCST Volume 13 Issue E15
Pg. 10- 16
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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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December 7, 2013

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English

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Mobile Ad hoc Network (MANET) is a network comprises of mobile nodes connected without any centralized administration. Each node in the network has the ability to share a large number of objects with other nodes. The nodes are connected with other nodes to forward a message to other nodes until the search for node that desire meets. This paper represents a new replication method to recover the performance in distributed system. Objects are replicated on different nodes in the network to minimize the search for an object. It is observed that mobility of nodes predicted using SOM (Self Organizing Maps) technique provides less accuracy. This paper represents an algorithm that uses the network parameters as input condition to replicate objects into the nodes. The decision for each node will be taken by gathering the input conditions and feed to the Hopfield Neural Network. It is view that it will provide more accuracy and improve the performance.

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Replication in Mobile Ad-hoc Network using Hopfield Network

Tanu Chawla
Tanu Chawla The Technological Institute of Textile & Sciences
Dr. Mukesh Kumar
Dr. Mukesh Kumar Nims University , Jaipur (Rajshthan) India.

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