Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack
In the design and planning of next-generation Internet of Things (IoT), telecommunication, and satellite communication systems, controller placement is crucial in software-defined networking (SDN). The programmability of the SDN controller is sophisticated for the centralized control system of the e...
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Tech Science Press
2021
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Online Access: | https://eprints.ums.edu.my/id/eprint/33108/1/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack.pdf https://eprints.ums.edu.my/id/eprint/33108/2/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack%20_ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/33108/ https://www.techscience.com/cmc/v70n1/44354 https://doi.org/10.32604/cmc.2022.018505 |
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my.ums.eprints.331082022-07-12T01:23:24Z https://eprints.ums.edu.my/id/eprint/33108/ Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack Muhammad Reazul Haque Saw, Chin Tan Zulfadzli Yusoff Kashif Nisar Rizaludin Kaspin Iram Haider Sana Nisar Rodrigues, J. P. C. Bhawani Shankar Chowdhry Muhammad Aslam Uqaili Satya Prasad Majumder Danda B. Rawat Etengu, Richard Rajkumar Buyya QA76.75-76.765 Computer software In the design and planning of next-generation Internet of Things (IoT), telecommunication, and satellite communication systems, controller placement is crucial in software-defined networking (SDN). The programmability of the SDN controller is sophisticated for the centralized control system of the entire network. Nevertheless, it creates a significant loophole for the manifestation of a distributed denial of service (DDoS) attack straightforwardly. Furthermore, recently a Distributed Reflected Denial of Service (DRDoS) attack, an unusual DDoS attack, has been detected. However, minimal deliberation has given to this forthcoming single point of SDN infrastructure failure problem. Moreover, recently the high frequencies of DDoS attacks have increased dramatically. In this paper, a smart algorithm for planning SDN smart backup controllers under DDoS attack scenarios has proposed. Our proposed smart algorithm can recommend single or multiple smart backup controllers in the event of DDoS occurrence. The obtained simulated results demonstrate that the validation of the proposed algorithm and the performance analysis achieved 99.99% accuracy in placing the smart backup controller under DDoS attacks within 0.125 to 46508.7 s in SDN. Tech Science Press 2021 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/33108/1/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack.pdf text en https://eprints.ums.edu.my/id/eprint/33108/2/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack%20_ABSTRACT.pdf Muhammad Reazul Haque and Saw, Chin Tan and Zulfadzli Yusoff and Kashif Nisar and Rizaludin Kaspin and Iram Haider and Sana Nisar and Rodrigues, J. P. C. and Bhawani Shankar Chowdhry and Muhammad Aslam Uqaili and Satya Prasad Majumder and Danda B. Rawat and Etengu, Richard and Rajkumar Buyya (2021) Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack. Computers, Materials and Continua, 70. pp. 875-894. ISSN 1546-2218 (P-ISSN) , 1546-2226 (E-ISSN) https://www.techscience.com/cmc/v70n1/44354 https://doi.org/10.32604/cmc.2022.018505 |
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QA76.75-76.765 Computer software Muhammad Reazul Haque Saw, Chin Tan Zulfadzli Yusoff Kashif Nisar Rizaludin Kaspin Iram Haider Sana Nisar Rodrigues, J. P. C. Bhawani Shankar Chowdhry Muhammad Aslam Uqaili Satya Prasad Majumder Danda B. Rawat Etengu, Richard Rajkumar Buyya Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
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In the design and planning of next-generation Internet of Things (IoT), telecommunication, and satellite communication systems, controller placement is crucial in software-defined networking (SDN). The programmability of the SDN controller is sophisticated for the centralized control system of the entire network. Nevertheless, it creates a significant loophole for the manifestation of a distributed denial of service (DDoS) attack straightforwardly. Furthermore, recently a Distributed Reflected Denial of Service (DRDoS) attack, an unusual DDoS attack, has been detected. However, minimal deliberation has given to this forthcoming single point of SDN infrastructure failure problem. Moreover, recently the high frequencies of DDoS attacks have increased dramatically. In this paper, a smart algorithm for planning SDN smart backup controllers under DDoS attack scenarios has proposed. Our proposed smart algorithm can recommend single or multiple smart backup controllers in the event of DDoS occurrence. The obtained simulated results demonstrate that the validation of the proposed algorithm and the performance analysis achieved 99.99% accuracy in placing the smart backup controller under DDoS attacks within 0.125 to 46508.7 s in SDN. |
format |
Article |
author |
Muhammad Reazul Haque Saw, Chin Tan Zulfadzli Yusoff Kashif Nisar Rizaludin Kaspin Iram Haider Sana Nisar Rodrigues, J. P. C. Bhawani Shankar Chowdhry Muhammad Aslam Uqaili Satya Prasad Majumder Danda B. Rawat Etengu, Richard Rajkumar Buyya |
author_facet |
Muhammad Reazul Haque Saw, Chin Tan Zulfadzli Yusoff Kashif Nisar Rizaludin Kaspin Iram Haider Sana Nisar Rodrigues, J. P. C. Bhawani Shankar Chowdhry Muhammad Aslam Uqaili Satya Prasad Majumder Danda B. Rawat Etengu, Richard Rajkumar Buyya |
author_sort |
Muhammad Reazul Haque |
title |
Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
title_short |
Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
title_full |
Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
title_fullStr |
Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
title_full_unstemmed |
Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack |
title_sort |
unprecedented smart algorithm for uninterrupted sdn services during ddos attack |
publisher |
Tech Science Press |
publishDate |
2021 |
url |
https://eprints.ums.edu.my/id/eprint/33108/1/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack.pdf https://eprints.ums.edu.my/id/eprint/33108/2/Unprecedented%20smart%20algorithm%20for%20uninterrupted%20SDN%20services%20during%20DDoS%20attack%20_ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/33108/ https://www.techscience.com/cmc/v70n1/44354 https://doi.org/10.32604/cmc.2022.018505 |
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1760231118806712320 |
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13.154949 |