Abstract
Elastic optical networks (EONs) offer tremendous benefits to deal with the exponential increase of the data center traffic. The granularity offered in spectrum allocation supports efficient management of available bandwidth and accommodates multiple traffic to be routed through common links. However, this brings the inherent challenges of routing and spectrum allocation (RSA) constraints. This becomes more complex for elastic optical data center networks (EODCNs), wherein multiple requests arrive at the same time, requiring identical or different bandwidths and each request may have the same or different destination and paths. Also, data requested by different users could be of varying importance levels. Under such a scenario, maintaining the quality of service (QoS) by minimizing the probability of traffic failure and bandwidth blocking is a major task for service providers. To address these problems, we propose an enhanced methodology using path prediction and link-state analysis for efficient allocation of frequency slots and reuse of bandwidth for data centers connected through EONs. Our proposed strategy intents to minimize the number of blocked requests due to non-availability of resources and reduce the failure probability. We introduce here the concept of connectivity degree and Kuhn-Munkres multi-objective optimization for spectrum allocation. We also evaluate the call request blocking probability varying the number of data centers and traffic load. The obtained results show that the proposed algorithm is highly effective in reducing the traffic failure and blocking probability for EODCNs.
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Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
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Research funding: None declared.
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Conflict of interest statement: The authors declare no conflicts of interest regarding this article.
References
1. Klinkowski, M, Krzysztof, W. On advantages of elastic optical networks for provisioning of cloud computing traffic. IEEE Netw 2013;27:44–51. https://doi.org/10.1109/MNET.2013.6678926.Search in Google Scholar
2. Lu, P, Zhang, L, Liu, X, Yao, J, Zhu, Z. Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks. IEEE Netw 2015;29:36–42. https://doi.org/10.1109/MNET.2015.7293303.Search in Google Scholar
3. Gong, L, Zhu, Z. Virtual optical network embedding (VONE) over elastic optical networks. J Lightwave Technol 2014;32:450–60. https://doi.org/10.1109/JLT.2013.2294389.Search in Google Scholar
4. Chen, X, Fan, J, Shilin, Z, Qinkun, B, Zuqing, Z. Availability-aware service provisioning in SD-EON-based inter-datacenter networks. Photonic Netw Commun 2015;31:31. https://doi.org/10.1007/s11107-015-0542-y.Search in Google Scholar
5. Naas, N, Mouftah, H. Power-aware design of the optical interconnect for future data centers. In: IEEE Symposium on Computers and Communication (ISCC) 2016:675–82. https://doi.org/10.1109/ISCC.2016.7543815.Search in Google Scholar
6. Paul, A, Rahman, Q, Bandyopadhyay, S, Aneja, YP. An optimal and a heuristic algorithm for solving the route and spectrum allocation problem in OFDM networks. Photonic Netw Commun 2015;30:280–9. https://doi.org/10.1007/s11107-015-0516-0.Search in Google Scholar
7. Gupta, R, Aggarwal, M, Ahuja, S. Preservation of shared backup path in k-node content based elastic optical datacenter networks. Trans Emerg Telecommun Technol 2022;33. https://doi.org/10.1002/ett.4378.Search in Google Scholar
8. Chatterjee, BC, Sarma, N, Oki, E. Routing and spectrum allocation in elastic optical networks: a tutorial. IEEE Commun Surv Tutor 2015;17:1776–800. https://doi.org/10.1109/comst.2015.2431731.Search in Google Scholar
9. Gerstel, O, Jinno, M, Lord, A, Yoo, SJB. Elastic optical networking: a new dawn for the optical layer? IEEE Commun Mag 2012;50:s12–s20. https://doi.org/10.1109/MCOM.2012.6146481.Search in Google Scholar
10. Walkowiak, K. Modeling and optimization of cloud-ready and content-oriented networks. Switzerland: Springer International Publishing; 2016, vol 56.10.1007/978-3-319-30309-3Search in Google Scholar
11. Moharrami, M, Fallahpour, A, Beyranvand, H, Salehi, JA. Resource allocation and multicast routing in elastic optical network. IEEE Trans Commun 2017;65:2101–13.https://doi.org/10.1109/tcomm.2017.2667664.Search in Google Scholar
12. Christodoulopoulos, K, Tomkos, I, Varvarigos, EA. Elastic bandwidth allocation in flexible OFDM-based optical networks. J Lightwave Technol 2011;29:1354–66. https://doi.org/10.1109/JLT.2011.2125777.Search in Google Scholar
13. Pagès, A, Perello, J, Spadaro, S. Lightpath fragmentation for efficient spectrum utilization in dynamic elastic optical networks. In: 16th International Conference on Optical Network Design and Modelling (ONDM); 2012. 1–6 pp. https://doi.org/10.1109/ONDM.2012.6210270.Search in Google Scholar
14. Fayyaz, M, Aziz, K, Mujtaba, G. Blocking probability in optical interconnects in data center networks. Photonic Netw Commun 2015;29:204–22. https://doi.org/10.1007/s11107-015-0512-4.Search in Google Scholar
15. Shen, G, Wei, Y, Bose, SK. Optimal design for shared backup path protected elastic optical networks under single-link failure. J Opt Commun Netw 2014;6:649–59. https://doi.org/10.1109/JOCN.2014.6850206.Search in Google Scholar
16. Djamel, A, Le Rouzic, E, Brochier, N, Auge, J-L, Lepers, C, Perrot, N. Spectrum fragmentation issue in flexible optical networks: analysis and good practices. Photonic Netw Commun 2015;29:230–43. https://doi.org/10.1007/s11107-015-0487-1.Search in Google Scholar
17. Kitsuwan, N, Pavarangkoon, P, Nag, A. Elastic optical network with spectrum slicing for fragmented bandwidth allocation. Opt Switch Netw 2020;38. https://doi.org/10.1016/j.osn.2020.100583.Search in Google Scholar
18. Olszewski, I. Improved dynamic routing algorithms in elastic optical networks. Photonic Netw Commun 2017;34:323–33. https://doi.org/10.1007/s11107-017-0700-5.Search in Google Scholar
19. Shi, W, Zhu, Z, Zhang, M, Ansari, N. On the effect of bandwidth fragmentation on blocking probability in elastic optical networks. IEEE Trans Commun 2013;61:2970–8. https://doi.org/10.1109/TCOMM.2013.053013.120853.Search in Google Scholar
20. Santos, AS, Harota, AK, Zhong, Z, Santi, JD, Figueiredo, GB, Tornatore, M, et al.. An online strategy for service degradation with proportional QoS in elastic optical networks. In: IEEE International Conference on Communications (ICC); 2018. 1–6 pp. https://doi.org/10.1109/ICC.2018.8422781.Search in Google Scholar
21. Xia, L, Xu, Z, Wang, Y, Ji, C. Multiobjective optimisation model and algorithm for data center scheduling in elastic optical networks. Int J Sens Netw 2020;33.10.1504/IJSNET.2020.107869Search in Google Scholar
22. Abkenar, FS, Rahbar, AG, Ebrahimzadeh, A. Providing quality of service (QoS) for data traffic in elastic optical networks (EONs). Arabian J Sci Eng 2016;41:797–806. https://doi.org/10.1007/s13369-015-1886-4.Search in Google Scholar
23. Paira, S, Halder, J, Bhattacharya, U. MDC-RSA: a novel online survivable RSA technique in data center oriented EON. In: IEEE Region 10 Symposium (TENSYMP), Kolkata, India; 2019. 582–7 pp. https://doi.org/10.1109/TENSYMP46218.2019.8971307.Search in Google Scholar
24. Gupta, R, Aggarwal, M, Ahuja, S. Hamiltonian graph analysis – mixed integer linear programming (HGA-MILP) based link failure detection system in optical data center networks. J Opt Commun 2023;44:351–8. https://doi.org/10.1515/joc-2019-0090.Search in Google Scholar
25. Gupta, R, Aggarwal, M, Ahuja, S. A novel framework for content connectivity through optical data centers. J Opt Commun 2024;44:s971–7. https://doi.org/10.1515/joc-2020-0180.Search in Google Scholar
26. Zhu, Z, Lu, W, Zhang, L, Ansari, N. Dynamic service provisioning in elastic optical networks with hybrid single-/multi-path routing. J Lightwave Technol 2013;31:15–22. https://doi.org/10.1109/JLT.2012.2227683.Search in Google Scholar
27. Yin, Y, Zhang, H, Zhang, M, Xia, M, Zhu, Z, Dahlfort, S, et al.. Spectral and spatial 2D fragmentation-aware routing and spectrum assignment algorithms in elastic optical networks [invited]. J Opt Commun Netw 2013;5:A100-6. https://doi.org/10.1364/JOCN.5.00A100.Search in Google Scholar
28. Alizadeh Ghazijahani, H, Seyedarabi, H, Musevi Niya, J, Cheung, N-M. Optimized routing and spectrum assignment for video communication over an elastic optical network. arXiv e-prints, 2019.10.1016/j.yofte.2019.101987Search in Google Scholar
29. Zhou, Y, Sun, Q, Lin, S. Link state aware dynamic routing and spectrum allocation strategy in elastic optical networks. IEEE Access 2020;8:45071–83. https://doi.org/10.1109/ACCESS.2020.2977612.Search in Google Scholar
30. Boris, SZ, Anoh, GN, Oumtanaga, S. Minimization of spectrum fragmentation for improvement of the quality of service in multifiber elastic optical networks. Int J Adv Comput Sci Appl 2020;11. https://doi.org/10.14569/IJACSA.2020.0110535.Search in Google Scholar
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Articles in the same Issue
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- High data-rate two-three inputs all-optical AND gate based on FWM in highly nonlinear fiber
- Fiber nonlinear impairments compensation based on nonlinear step size and modified adaptive digital back propagation
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- Underwater wireless optical communication utilizing multiple input–multiple output (MIMO)-LED system for RF transmission with solar panel receiver
- A systematic literature review on channel estimation in MIMO-OFDM system: performance analysis and future direction
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Articles in the same Issue
- Frontmatter
- Amplifiers
- Performance analysis of long band passive optical network using amplifier spontaneous noise and fiber Bragg gratings
- Raman pumps power distribution optimization for maximum overall gain and flatness of a hybrid SOA/EDFA/Raman optical amplifier
- Devices
- A proposal for all optical digital multiplexer using photonic crystal-based nonlinear ring resonators
- A tunable optical frequency comb source using cascaded frequency modulator and Mach–Zehnder modulators
- A proposal for gray to BCD converter using nonlinear ring resonators
- An investigation and analysis of plasmonic modulators: a review
- Fibers
- High data-rate two-three inputs all-optical AND gate based on FWM in highly nonlinear fiber
- Fiber nonlinear impairments compensation based on nonlinear step size and modified adaptive digital back propagation
- Integrated Optics
- Sensing performance of Au–Ag bimetal coated planar waveguide having polyaniline polymer film for biosensing applications
- Networks
- Performance analysis of wavelength division multiplexing MDM-PON system using different advanced modulations
- Analysis of optical networks in presence of nodes noise and crosstalk
- RNN based EPON dynamic bandwidth allocation algorithm for complex network
- Efficient design of a Raman amplified wavelength division multiplexed communication network at 1330 nm
- A novel strategy to enhance the quality of service (QoS) for data center traffic in elastic optical networks
- Receivers
- Underwater wireless optical communication utilizing multiple input–multiple output (MIMO)-LED system for RF transmission with solar panel receiver
- A systematic literature review on channel estimation in MIMO-OFDM system: performance analysis and future direction
- Systems
- Effect of optical pulse shaping and adaptive equalization on the performance of 100G DP-QPSK WDM system
- Pulse width shortening combinations (PWSC) for ultra-dense WDM systems and calculation of PWSE
- Power allocation scheme in MIMO-OFDM UWOC system with varying receiver spacing channel gain analysis
- Free-space optical link optimization in visible light communication system
- Determining code parameters to achieve the maximum bandwidth efficiency in fiber-optic CDMA systems
- Optical wireless communication under the effect of low electric field
- Multibeam FSO-based 5G communication system using M-ary DPSK encoder
- Review of fibreless optical communication technology: history, evolution, and emerging trends
- Theory
- Throughput analysis of dual hop hybrid RF-VLC system with wireless energy harvesting
- Average spectral efficiency of multi-pulse position with adaptive transmissions and aperture averaging over atmospheric turbulence
- Dynamic changes of VN resource requests research on dynamic VN mapping algorithms for increasing demand for resources