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Spectrum Resource Utilization and Security Enhancement in Multi-domain Elastic Optic Networks (MD-EON) Using Memetic Algorithm

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Abstract

Routing and Spectrum utilization is a challenging approach when optical signal is used in data transfer. The underlying bandwidth requirements in supporting the optical signal transfer and appropriate fragmentation are to be considered in routing and spectrum allocation. The problem lies with assigning a large bandwidth for a shorter duration of time or smaller bandwidth is provisioned for a larger duration. Thus the data transfer using memetic algorithm-elastic optical network (MA-EON) incorporates suggestion for crossing from one elastic optical network (EON) to different EON with its current spectrum utilization termed as global maximum. This flow within the EON is calculated as local refinement and is improved subsequently to obtain global refinement. MA-EON based finds better performance in terms of computational time in finding diverse routes and reduced blocking probability when compared to existing system used in this work.

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References

  1. Jinno, M., Takara, H., & Kozicki, B. (2009, September). Dynamic optical mesh networks: drivers, challenges and solutions for the future. In 2009 35th European conference on optical communication (pp. 1–4). IEEE.

  2. Lu, H., Proietti, R., Liu, G., Chen, X., & Yoo, S. B. (2020). ERON: an energy-efficient and elastic RF-optical architecture for mmWave 5G radio access networks. Journal of Optical Communications and Networking, 12(7), 200–216.

    Article  Google Scholar 

  3. Amaya, N., Zervas, G., & Simeonidou, D. (2013). Introducing node architecture flexibility for elastic optical networks. Journal of Optical Communications and Networking, 5(6), 593–608.

    Article  Google Scholar 

  4. Jinno, M., Kozicki, B., Takara, H., Watanabe, A., Sone, Y., Tanaka, T., & Hirano, A. (2010). Distance-adaptive spectrum resource allocation in spectrum-sliced elastic optical path network [topics in optical communications]. IEEE Communications Magazine, 48(8), 138–145.

    Article  Google Scholar 

  5. Alyatama, A. (2020, April). Multi-path routing based on relative cost in elastic optical networks. In 2020 7th international conference on electrical and electronics engineering (ICEEE) (pp. 226–231). IEEE.

  6. Lechowicz, P., Tornatore, M., Włodarczyk, A., & Walkowiak, K. (2019, May). Fragmentation metrics in spectrally-spatially flexible optical networks. In International IFIP conference on optical network design and modelling (pp. 235–247). Cham: Springer.

  7. Behera, S., George, J., & Das, G. (2018). Effect of transmission impairments in CO-OFDM based elastic optical network design. Computer Networks, 144, 242–253.

    Article  Google Scholar 

  8. Yousefi, F., Rahbar, A. G., & Yaghubi-Namaad, M. (2019). Fragmentation-aware algorithms for multipath routing and spectrum assignment in elastic optical networks. Optical Fiber Technology, 53, 102019.

    Article  Google Scholar 

  9. Ujjwal, Y., & Thangaraj, J. (2018). Review and analysis of elastic optical network and sliceable bandwidth variable transponder architecture. Optical Engineering, 57(11), 110802.

    Google Scholar 

  10. Yan, B., Zhao, Y., Yu, X., Wang, W., Wu, Y., Wang, Y., & Zhang, J. (2018). Tidal-traffic-aware routing and spectrum allocation in elastic optical networks. Journal of Optical Communications and Networking, 10(11), 832–842.

    Article  Google Scholar 

  11. Abkenar, F. S., & Rahbar, A. G. (2017). Study and analysis of routing and spectrum allocation (RSA) and routing, modulation and spectrum allocation (RMSA) algorithms in elastic optical networks (EONs). Optical Switching and Networking, 23, 5–39.

    Article  Google Scholar 

  12. Ba, S., Chatterjee, B. C., & Oki, E. (2017). Defragmentation scheme based on exchanging primary and backup paths in 1 + 1 path protected elastic optical networks. IEEE/ACM Transactions on Networking, 25(3), 1717–1731.

    Article  Google Scholar 

  13. Oliveira, H. M., & Da Fonseca, N. L. (2018). Protection, routing, modulation, core, and spectrum allocation in SDM elastic optical networks. IEEE Communications Letters, 22(9), 1806–1809.

    Article  Google Scholar 

  14. Li, B., & Zhu, Z. (2020, March). DeepCoop: Leveraging cooperative DRL agents to achieve scalable network automation for multi-domain SD-EONs. In Optical fiber communication conference (pp. Th2A-29). Optical Society of America.

  15. Kitsuwan, N., Pavarangkoon, P., & Nag, A. (2020). Elastic optical network with spectrum slicing for fragmented bandwidth allocation. Optical Switching and Networking, 38, 100583.

    Article  Google Scholar 

  16. Gerstel, O., Jinno, M., Lord, A., & Yoo, S. B. (2012). Elastic optical networking: A new dawn for the optical layer? IEEE Communications Magazine, 50(2), s12–s20.

    Article  Google Scholar 

  17. Krasnogor, N., & Smith, J. (2005). A tutorial for competent memetic algorithms: model, taxonomy, and design issues. IEEE Transactions on Evolutionary Computation, 9(5), 474–488.

    Article  Google Scholar 

  18. Castro, A., Velasco, L., Ruiz, M., Klinkowski, M., FernáNdez-Palacios, J. P., & Careglio, D. (2012). Dynamic routing and spectrum (re) allocation in future flexgrid optical networks. Computer Networks, 56(12), 2869–2883.

    Article  Google Scholar 

  19. Singh, S. K., & Jukan, A. (2017). Efficient spectrum defragmentation with holding-time awareness in elastic optical networks. Journal of Optical Communications and Networking, 9(3), B78–B89.

    Article  Google Scholar 

  20. Chatterjee, B. C., Ba, S., & Oki, E. (2017). Fragmentation problems and management approaches in elastic optical networks: a survey. IEEE Communications Surveys and Tutorials, 20(1), 183–210.

    Article  Google Scholar 

  21. Díez-González, J., Verde, P., Ferrero-Guillén, R., Álvarez, R., & Pérez, H. (2020). Hybrid memetic algorithm for the node location problem in local positioning systems. Sensors, 20(19), 5475.

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of ECE, Dhanalakshmi College of Engineering, Chennai, India

    S. Esther Gandhimathi

  2. Department of ECE, St. Joseph’s College of Engineering, Chennai, India

    A. Swarnalatha

  3. Department of ECE, Alpha College of Engineering, Chennai, India

    B. Sowmya

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  1. S. Esther Gandhimathi
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  2. A. Swarnalatha
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  3. B. Sowmya
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Correspondence to S. Esther Gandhimathi.

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Gandhimathi, S.E., Swarnalatha, A. & Sowmya, B. Spectrum Resource Utilization and Security Enhancement in Multi-domain Elastic Optic Networks (MD-EON) Using Memetic Algorithm. Wireless Pers Commun 120, 139–152 (2021). https://doi.org/10.1007/s11277-021-08438-8

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