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Published in: Photonic Network Communications 3/2018

20-11-2017 | Original Paper

Does fragmentation avoidance improve the performance of dynamic spectrum allocation in elastic optical networks?

Authors: Danilo Bórquez-Paredes, Alejandra Beghelli, Ariel Leiva, Ruth Murrugarra

Published in: Photonic Network Communications | Issue 3/2018

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Abstract

Most spectrum allocation algorithms in elastic optical networks apply a greedy approach: A new connection is allocated as long as there are enough spectrum slots to accommodate it. Recently, a different approach was proposed. Named Deadlock–Avoidance (DA), it only establishes a new connection if the portion of spectrum left after allocating it is zero (full-link utilization) or is big enough to accommodate future requests. Otherwise, the connection request is blocked as a way to avoid fragmentation. The performance of DA has been evaluated in a single-link scenario, where its performance is not affected by the slot continuity constraint. In this paper, we evaluate for the first time the blocking performance and fragmentation level of DA in a fully dynamic network scenario with different bitrates and number of slots for a single link, a 4-node bus and a mesh topology. The performance was evaluated by simulation, and a lower bound was also derived using a continuous Markov chain model. Results are obtained for DA and three greedy algorithms: First Fit, Exact Fit and First–Last Fit. Results show that DA significantly decreases fragmentation, and thus, it exhibits a much lower blocking due to fragmentation than the greedy algorithms. However, this decrease is compensated by a new type of blocking due to the selective acceptance of connections. As a result, the extra computational complexity of DA does not compensate a gain in performance.

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Literature
1.
go back to reference Develder, C., De Leenheer, M., Dhoedt, B., Pickavet, M., Colle, D., De Turck, F., Demeester, P.: Optical networks for grid and cloud computing applications. Proc. IEEE 100(5), 1149–1167 (2012)CrossRef Develder, C., De Leenheer, M., Dhoedt, B., Pickavet, M., Colle, D., De Turck, F., Demeester, P.: Optical networks for grid and cloud computing applications. Proc. IEEE 100(5), 1149–1167 (2012)CrossRef
2.
go back to reference Gerstel, O., Jinno, M., Lord, A., Yoo, S.J.B.: Elastic optical networking: a new dawn for the optical layer? IEEE Commun. Mag. 50(2), s12–s20 (2012)CrossRef Gerstel, O., Jinno, M., Lord, A., Yoo, S.J.B.: Elastic optical networking: a new dawn for the optical layer? IEEE Commun. Mag. 50(2), s12–s20 (2012)CrossRef
3.
go back to reference Mayoral, A., Lopez, V., de Dios, G., Fernandez-Palacios, J.P.: Migration steps toward flexi-grid networks. IEEE/OSA J. Opt. Commun. Netw. 6(11), 988–996 (2014)CrossRef Mayoral, A., Lopez, V., de Dios, G., Fernandez-Palacios, J.P.: Migration steps toward flexi-grid networks. IEEE/OSA J. Opt. Commun. Netw. 6(11), 988–996 (2014)CrossRef
4.
go back to reference Fadini W., Oki, E.: A subcarrier-slot partition scheme for wavelength assignment in elastic optical networks. In:2014 IEEE 15th International Conference on High Performance Switching and Routing (HPSR), pp. 7–12 (2014) Fadini W., Oki, E.: A subcarrier-slot partition scheme for wavelength assignment in elastic optical networks. In:2014 IEEE 15th International Conference on High Performance Switching and Routing (HPSR), pp. 7–12 (2014)
5.
go back to reference Leiva, A., Garrido, C., Beghelli, A.: RMLSA algorithm with modulation format conversion at intermediate nodes. In:2017 IEEE 17th International Conference on Transparent Optical Networks (ICTON) (2017) Leiva, A., Garrido, C., Beghelli, A.: RMLSA algorithm with modulation format conversion at intermediate nodes. In:2017 IEEE 17th International Conference on Transparent Optical Networks (ICTON) (2017)
6.
go back to reference Afsharlar P., Plante J.M., Deylamsalehi A., Zhao, J., Vokkarane V.M.: Delayed spectrum allocation for advance reservation in elastic optical networks. In: 2016 International Conference on Optical Network Design and Modeling (ONDM), pp 1–6 (2016) Afsharlar P., Plante J.M., Deylamsalehi A., Zhao, J., Vokkarane V.M.: Delayed spectrum allocation for advance reservation in elastic optical networks. In: 2016 International Conference on Optical Network Design and Modeling (ONDM), pp 1–6 (2016)
7.
go back to reference Chen, H., Zhao, Y., Zhang, J., He, R., Wang, W., Wu, J., Wang, Y., Ji, Y., Zheng, H., Lin, Y., Hou, B.: Time-spectrum consecutiveness based scheduling with advance reservation in elastic optical networks. IEEE Commun. Lett. 19(1), 70–73 (2015)CrossRef Chen, H., Zhao, Y., Zhang, J., He, R., Wang, W., Wu, J., Wang, Y., Ji, Y., Zheng, H., Lin, Y., Hou, B.: Time-spectrum consecutiveness based scheduling with advance reservation in elastic optical networks. IEEE Commun. Lett. 19(1), 70–73 (2015)CrossRef
8.
go back to reference Ahumada, R., Leiva, A., Alonso, F., Fingerhuth, S., Farias, G.: Spectrum allocation algorithms for elastic DWDM networks on dynamic operation. IEEE Lat. Am. Trans. 12(6), 1012–1018 (2014)CrossRef Ahumada, R., Leiva, A., Alonso, F., Fingerhuth, S., Farias, G.: Spectrum allocation algorithms for elastic DWDM networks on dynamic operation. IEEE Lat. Am. Trans. 12(6), 1012–1018 (2014)CrossRef
9.
go back to reference Chatterjee, B.C., Sarma, N., Oki, E.: Routing and spectrum allocation in elastic optical networks: a tutorial. IEEE Commun. Surv. Tutor. 17(3), 1776–1800 (2015)CrossRef Chatterjee, B.C., Sarma, N., Oki, E.: Routing and spectrum allocation in elastic optical networks: a tutorial. IEEE Commun. Surv. Tutor. 17(3), 1776–1800 (2015)CrossRef
10.
go back to reference Wang, R., Mukherjee, B.: Provisioning in elastic optical networks with non-disruptive defragmentation. J. Lightwave Technol. 31(15), 2491–2500 (2013)CrossRef Wang, R., Mukherjee, B.: Provisioning in elastic optical networks with non-disruptive defragmentation. J. Lightwave Technol. 31(15), 2491–2500 (2013)CrossRef
11.
go back to reference Chen, C., Chen, X., Zhang, M., Ma, S., Shao, Y., Li, S., Suleiman, M.S., Zhu, Z.: Demonstrations of efficient online spectrum defragmentation in software-defined elastic optical networks. J. Lightwave Technol. 32(24), 4099–4109 (2014) Chen, C., Chen, X., Zhang, M., Ma, S., Shao, Y., Li, S., Suleiman, M.S., Zhu, Z.: Demonstrations of efficient online spectrum defragmentation in software-defined elastic optical networks. J. Lightwave Technol. 32(24), 4099–4109 (2014)
12.
go back to reference Khodashenas, P.S., Comellas, J., Perell, J., Spadaro, S.: Correlation between traffic granularity and defragmentation periodicity in elastic optical networks. Trans. Emerg. Telecommun. Technol. 26(7), 1011–1018 (2015)CrossRef Khodashenas, P.S., Comellas, J., Perell, J., Spadaro, S.: Correlation between traffic granularity and defragmentation periodicity in elastic optical networks. Trans. Emerg. Telecommun. Technol. 26(7), 1011–1018 (2015)CrossRef
13.
go back to reference Zhang, M., Shi, W., Gong, L., Lu, W., Zhu, Z.: Bandwidth defragmentation in dynamic elastic optical networks with minimum traffic disruptions. In: 2013 IEEE International Conference on Communications (ICC), pp. 3894–3898 (2013) Zhang, M., Shi, W., Gong, L., Lu, W., Zhu, Z.: Bandwidth defragmentation in dynamic elastic optical networks with minimum traffic disruptions. In: 2013 IEEE International Conference on Communications (ICC), pp. 3894–3898 (2013)
14.
go back to reference Waldman, H., Almeida, R.C., Bortoletto, R.C., Assis. K.D.R.: Deadlock avoidance under incremental traffic in the elastic single link. In: 2014 16th International Conference on Transparent Optical Networks (ICTON), pp. 1–4 (2014) Waldman, H., Almeida, R.C., Bortoletto, R.C., Assis. K.D.R.: Deadlock avoidance under incremental traffic in the elastic single link. In: 2014 16th International Conference on Transparent Optical Networks (ICTON), pp. 1–4 (2014)
15.
go back to reference Waldman, H., Bortoletto, R.C., Almeida, R.C., Assis, K.D.R.: Fast spectrum exhaustion under incremental traffic in the elastic single link. In: 2014 International Telecommunications Symposium (ITS), pp. 1–4 (2014) Waldman, H., Bortoletto, R.C., Almeida, R.C., Assis, K.D.R.: Fast spectrum exhaustion under incremental traffic in the elastic single link. In: 2014 International Telecommunications Symposium (ITS), pp. 1–4 (2014)
16.
go back to reference Jara, N., Beghelli, A.: Blocking probability evaluation of end-to-end dynamic wdm networks. Photonic Netw. Commun. 24(1), 29–38 (2012)CrossRef Jara, N., Beghelli, A.: Blocking probability evaluation of end-to-end dynamic wdm networks. Photonic Netw. Commun. 24(1), 29–38 (2012)CrossRef
17.
go back to reference Yu, X., Tornatore, M., Xia, M., Wang, J., Zhang, J., Zhao, Y., Zhang, J., Mukherjee, B.: Migration from fixed grid to flexible grid in optical networks. IEEE Commun. Mag. 53(2), 34–43 (2015)CrossRef Yu, X., Tornatore, M., Xia, M., Wang, J., Zhang, J., Zhao, Y., Zhang, J., Mukherjee, B.: Migration from fixed grid to flexible grid in optical networks. IEEE Commun. Mag. 53(2), 34–43 (2015)CrossRef
18.
go back to reference Yu, X., Zhao, Y., Zhang, J., Mukherjee, B., Zhang, J., Wang, X.: Static routing and spectrum assignment in co-existing fixed/flex grid optical networks. OFC 2014, 1–3 (2014) Yu, X., Zhao, Y., Zhang, J., Mukherjee, B., Zhang, J., Wang, X.: Static routing and spectrum assignment in co-existing fixed/flex grid optical networks. OFC 2014, 1–3 (2014)
19.
go back to reference Walkowiak, K., Klinkowski, M., Rabiega, B., Goscien, R.: Routing and spectrum allocation algorithms for elastic optical networks with dedicated path protection. Opt. Switch. Network. 13, 63–75 (2014)CrossRef Walkowiak, K., Klinkowski, M., Rabiega, B., Goscien, R.: Routing and spectrum allocation algorithms for elastic optical networks with dedicated path protection. Opt. Switch. Network. 13, 63–75 (2014)CrossRef
20.
go back to reference Chatterjee B.C., Oki, E.: Performance evaluation of spectrum allocation policies for elastic optical networks. In: 2015 17th International Conference on Transparent Optical Networks (ICTON), pp. 1–4 (2015) Chatterjee B.C., Oki, E.: Performance evaluation of spectrum allocation policies for elastic optical networks. In: 2015 17th International Conference on Transparent Optical Networks (ICTON), pp. 1–4 (2015)
21.
go back to reference Rosa, A., Cavdar, C., Carvalho, S., Costa, J., Wosinska. L.: Spectrum allocation policy modeling for elastic optical networks. In: High Capacity Optical Networks and Emerging/Enabling Technologies, pp. 242–246 (2012) Rosa, A., Cavdar, C., Carvalho, S., Costa, J., Wosinska. L.: Spectrum allocation policy modeling for elastic optical networks. In: High Capacity Optical Networks and Emerging/Enabling Technologies, pp. 242–246 (2012)
22.
go back to reference Amar, D., 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. 29(3), 230–243 (2015)CrossRef Amar, D., 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. 29(3), 230–243 (2015)CrossRef
23.
go back to reference Zhang, M., Shi, W., Gong, L., Lu, W., Zhu, Z.: Bandwidth defragmentation in dynamic elastic optical networks with minimum traffic disruptions. In: 2013 IEEE International Conference on Communications (ICC), pp. 3894–3898 (2013) Zhang, M., Shi, W., Gong, L., Lu, W., Zhu, Z.: Bandwidth defragmentation in dynamic elastic optical networks with minimum traffic disruptions. In: 2013 IEEE International Conference on Communications (ICC), pp. 3894–3898 (2013)
24.
go back to reference Shi, W., Zhu, Z., Zhang, M., Ansari, N.: On the effect of bandwidth fragmentation on blocking probability in elastic optical networks. IEEE Trans. Commun. 61(7), 2970–2978 (2013)CrossRef Shi, W., Zhu, Z., Zhang, M., Ansari, N.: On the effect of bandwidth fragmentation on blocking probability in elastic optical networks. IEEE Trans. Commun. 61(7), 2970–2978 (2013)CrossRef
Metadata
Title
Does fragmentation avoidance improve the performance of dynamic spectrum allocation in elastic optical networks?
Authors
Danilo Bórquez-Paredes
Alejandra Beghelli
Ariel Leiva
Ruth Murrugarra
Publication date
20-11-2017
Publisher
Springer US
Published in
Photonic Network Communications / Issue 3/2018
Print ISSN: 1387-974X
Electronic ISSN: 1572-8188
DOI
https://doi.org/10.1007/s11107-017-0745-5

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