Neural Network Based of a New User IP Address Determination and Address Conflict Elimination
In this paper, the neural network (NN) is used to control the remote IP address that related to user device. When the IP address assigned carefully and controlled by a novel tool, the work performance and service quality will be better. The input for the NN determined depending on the repeated prob...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Diyala
2019-09-01
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| Series: | Diyala Journal of Engineering Sciences |
| Subjects: | |
| Online Access: | https://djes.info/index.php/djes/article/view/61 |
| _version_ | 1818083767244292096 |
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| author | Raid W. Daoud Wissam S. Hassan |
| author_facet | Raid W. Daoud Wissam S. Hassan |
| author_sort | Raid W. Daoud |
| collection | DOAJ |
| description |
In this paper, the neural network (NN) is used to control the remote IP address that related to user device. When the IP address assigned carefully and controlled by a novel tool, the work performance and service quality will be better. The input for the NN determined depending on the repeated problem in recent networks and the available parameters which are in the main server node. The training process done by determining the required training function and activation function for all neurons in the NN. The performance of the proposed method was (1*10-20) or less in more cases and the error of the learning process is nearly (1*10-6). In addition to IP address control, the proposed method is a good manner to optimize the security issue by specializing an IP address for a given user that can't be used by other device. Finally, the NN subject the produced IP address for the given users for test and validation which reached to the goal at smallest time (~0.0001s) and little number of iteration (9 - 20) epoch.
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| first_indexed | 2024-12-10T19:43:13Z |
| format | Article |
| id | doaj.art-6772d9ecfa6f45c9868623f751b43e55 |
| institution | Directory Open Access Journal |
| issn | 1999-8716 2616-6909 |
| language | English |
| last_indexed | 2024-12-10T19:43:13Z |
| publishDate | 2019-09-01 |
| publisher | University of Diyala |
| record_format | Article |
| series | Diyala Journal of Engineering Sciences |
| spelling | doaj.art-6772d9ecfa6f45c9868623f751b43e552022-12-22T01:35:58ZengUniversity of DiyalaDiyala Journal of Engineering Sciences1999-87162616-69092019-09-0112310.24237/djes.2019.12303Neural Network Based of a New User IP Address Determination and Address Conflict Elimination Raid W. Daoud0Wissam S. Hassan1Department of Electronic Techniques, Al-Hawija Tech. Inst., Northern Technical UniversityDepartment of Electronic Techniques, Al-Hawija Tech. Inst., Northern Technical University In this paper, the neural network (NN) is used to control the remote IP address that related to user device. When the IP address assigned carefully and controlled by a novel tool, the work performance and service quality will be better. The input for the NN determined depending on the repeated problem in recent networks and the available parameters which are in the main server node. The training process done by determining the required training function and activation function for all neurons in the NN. The performance of the proposed method was (1*10-20) or less in more cases and the error of the learning process is nearly (1*10-6). In addition to IP address control, the proposed method is a good manner to optimize the security issue by specializing an IP address for a given user that can't be used by other device. Finally, the NN subject the produced IP address for the given users for test and validation which reached to the goal at smallest time (~0.0001s) and little number of iteration (9 - 20) epoch. https://djes.info/index.php/djes/article/view/61IP addressConflict IPNetwork Communication and Neural Networks |
| spellingShingle | Raid W. Daoud Wissam S. Hassan Neural Network Based of a New User IP Address Determination and Address Conflict Elimination Diyala Journal of Engineering Sciences IP address Conflict IP Network Communication and Neural Networks |
| title | Neural Network Based of a New User IP Address Determination and Address Conflict Elimination |
| title_full | Neural Network Based of a New User IP Address Determination and Address Conflict Elimination |
| title_fullStr | Neural Network Based of a New User IP Address Determination and Address Conflict Elimination |
| title_full_unstemmed | Neural Network Based of a New User IP Address Determination and Address Conflict Elimination |
| title_short | Neural Network Based of a New User IP Address Determination and Address Conflict Elimination |
| title_sort | neural network based of a new user ip address determination and address conflict elimination |
| topic | IP address Conflict IP Network Communication and Neural Networks |
| url | https://djes.info/index.php/djes/article/view/61 |
| work_keys_str_mv | AT raidwdaoud neuralnetworkbasedofanewuseripaddressdeterminationandaddressconflictelimination AT wissamshassan neuralnetworkbasedofanewuseripaddressdeterminationandaddressconflictelimination |