Burst Formation and Burst Assignment to Ingress Nodes in Optical Burst Switching Network Using ABC

International Journal of Electronics and Communication Engineering
© 2023 by SSRG - IJECE Journal
Volume 10 Issue 10
Year of Publication : 2023
Authors : Rajinder Kumar, Karan Kumar, Sharad Sharma
pdf
How to Cite?

Rajinder Kumar, Karan Kumar, Sharad Sharma, "Burst Formation and Burst Assignment to Ingress Nodes in Optical Burst Switching Network Using ABC," SSRG International Journal of Electronics and Communication Engineering, vol. 10,  no. 10, pp. 25-39, 2023. Crossref, https://doi.org/10.14445/23488549/IJECE-V10I10P103

Abstract:

The burst formation & the burst assignment to ingress nodes for the routing purpose are the two concerns in the Optical Burst Switching (OBS) network covered in this study. The proposed research optimized the existing communication state using Artificial Bee Colony (ABC) by ranking the ingress nodes. To do so, ABC is supplied with a modified set of fitness functions that repeats itself to validate the list of ingress nodes. The proposed work results in optimal Quality of Service (QoS) parameters, resulting in increased throughput, PDR and reduced delay in the overall network. The suggested work is evaluated against current state-of-the-art methodologies and with other Swarm-based algorithms.

Keywords:

Burst formation, Assignment, ABC, QoS, Network.

References:

[1] Argyro Mavrogiorgou et al., “Internet of Medical Things (IoMT): Acquiring and Transforming Data into HL7 FHIR through 5G Network Slicing,” Emerging Science Journal, vol. 3, no. 2, pp. 64-77, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Muhammad Imran et al., “Performance Analysis of Optical Burst Switching with Fast Optical Switches for Data Center Networks,” 2015 17th International Conference on Transparent Optical Networks (ICTON), Budapest, Hungary, pp. 1-4, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[3] C. Siva Ram Murthy, and Mohan Gurusamy, WDM Optical Networks: Concepts, Design, and Algorithms, USA: Prentice Hall PTR, 2002.
[Google Scholar] [Publisher Link]
[4] S.J. Ben Yoo, “Optical Packet Switching and Optical Burst Switching: Technologies, Systems, and Networking Issues for the Future Internet,” 2008 International Conference on Photonics in Switching, Sapporo, Japan, pp. 1-2, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Andrew Zalesky, “To Burst or Circuit Switch?,” IEEE/ACM Transactions on Networking, vol. 17, no. 1, pp. 305-318, 2009.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Pablo Jesus Argibay-Losada, Dominique Chiaroni, and Chunming Qiao, “Optical Packet Switching and Optical Burst Switching,” Springer Handbook of Optical Networks, pp. 665-701, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Vaibhav Shukla, and Aruna Jain, Design and Analysis of Optical Packet Switch Routers: A Review, Handbook of Research on Recent Developmentsin Intelligent Communication Application, pp. 118-157, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[8] Susu Liu, Xun Liao, and Heyuan Shi, “A PSO-SVM for Burst Header Packet Flooding Attacks Detection in Optical Burst Switching Networks,” Photonics, vol. 8, no. 12, pp. 1-14, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Redhwan Q. Shaddad et al., “Contention Resolution of Optical Burst Switching for Data Center,” 2021 International Conference of Technology, Science and Administration (ICTSA), Taiz, Yemen, pp. 1-4, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Vaibhav Shukla et al., “Estimation of Burst Length in Optical Burst Switching Networks Based on Early Release of Control Packet,” Journal of Engineering Research, vol. 6, no. 1, pp. 1-13, 2018.
[Google Scholar] [Publisher Link]
[11] Viet Minh Nhat Vo et al., “A Mechanism of QoS Differentiation Based on Offset Time and Adjusted Burstlength in OBS Networks,” Turkish Journal of Electrical Engineering and Computer Sciences, vol. 28, no. 5, pp. 2808-2820, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Myungsik Yoo, Chunming Qiao, and S. Dixit, “Optical Burst Switching for Service Differentiation in the Next- Generation Optical Internet,” IEEE Communication Magazine, vol. 39, no. 2, pp. 98-104, 2001.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Abiodun Sholiyi et al., “Performance Evaluation of Turbo Codes in High-Speed Downlink Packet Access Using EXIT Charts,” International Journal of Future Generation Communication and Networking, vol. 10, no. 8, pp. 1-14, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Jafar A. Alzubi et al., “Intelligent and Dynamic Neighbourhood Entry Lifetime for Position Based Routing Protocol Using Fuzzy Logic Controller,” International Journal of Computer Science and Information Security, vol. 14, no. 1, pp. 118-128, 2016.
[Google Scholar] [Publisher Link]
[15] Shamandeep Singh et al., “Contention Avoidance Scheme Using Machine Learning Inspired Deflection Routing Approach in Optical Burst Switched Network,” International Journal of Communication Systems, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Mehdi Gheisari et al., “A New Algorithm for Optimization of Quality of Service in Peer-to-Peer Wireless Mesh Networks,” Wireless Network, vol. 65, pp. 4965-4973, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Adel Rajab, Chin-Tser Huang, and Mohammed Al-Shargabi, “Decision Tree Rule Learning Approach to Counter Burst Header Packet Flooding Attack in Optical Burst Switching Network,” Optical Switching and Networking, vol. 29, pp. 15-26, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Ravi Sankar Barpanda, Ashok Kumar Turuk, and Bibhudatta Sahoo, “QoS Aware Routing and Wavelength Allocation in Optical Burst Switching Networks Using Differential Evolution Optimization,” Digital Communication Networks, vol. 4, no. 1, pp. 3-12, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Shreya Gupta, and Rachana Asthana, “Buffering of Fixed Length Burst in Optical Burst Switching Networks,” International Journal of Information Technology and Electrical Engineering, vol. 7, no. 2, pp. 26-31, 2018.
[Google Scholar] [Publisher Link]
[20] Srija Chakraborty, Ashok Kumar Turuk, and Bibhudatta Sahoo, “OBS Network Blocking Probability Prediction Using Ensemble Technique,” 2020 IEEE International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Odisha, India, pp. 1-6, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Li-Sheng Cui, and Gautam Srivastava, “QoS Routing Algorithm for OBS Networks Based on a Multi-Objective Genetic Algorithm,” IEEE Access, vol. 10, pp. 12047-12056, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[22] Phuoc Dat Duong et al., “Modelling of a Controlled Retransmission Scheme for Loss Recovery in Optical Burst Switching Networks,” ETRI Journal, vol. 44, no. 2, pp. 274-285, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Deepali Ujalambkar, and Girish Chowdhary, “Allocation of Channels over Optical Burst Switching (OBS) Networks in Smart Cities Using Integrated Statistical Techniques,” International Journal of System Assurance Engineering and Management, vol. 13, no. 1, pp. 385-396, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Dervis Karaboga, “An Idea Based on Honey Bee Swarm for Numerical Optimization,” Technical Report-TR06, Erciyes University, 2005.
[Google Scholar] [Publisher Link]
[25] Ebrahim Noroozi Ghaleini et al., “A Combination of Artificial Bee Colony and Neural Network for Approximating the Safety Fact or of Retaining Walls,” Engineering with Computers, vol. 35, no. 2, pp. 647-658, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[26] Se-yoon Oh, Hyun Ha Hong, and Minho Kang, “A Data Burst Assembly Algorithm in Optical Burst Switching Networks,” ETRI Journal, vol. 24, no. 4, pp. 311-322, 2002.
[CrossRef] [Google Scholar] [Publisher Link]
[27] Jan Späth, “Dynamic Routing and Resource Allocation in WDM Transport Networks,” Computer Networks, vol. 32, no. 5, pp. 519-538, 2000.
[CrossRef] [Google Scholar] [Publisher Link]
[28] M. Supriya, and T. Adilakshmi, “Secure Routing Using ISMO for Wireless Sensor Networks,” SSRG International Journal of Computer Science and Engineering, vol. 8, no. 12, pp. 14-20, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[29] Chunming Qiao, “Labeled Optical Burst Switching for IP-Over-WDM Integration,” IEEE Communications Magazine, vol. 38, no. 9, pp. 104-114, 2000.
[CrossRef] [Google Scholar] [Publisher Link]