On the complexity of routing and spectrum assignment in flexible-grid ring networks [Invited]

The adoption of a flexible grid will benefit the network design and control plane of future optical networks by providing increased adaptability of spectral resources to heterogeneous network conditions. Unfortunately, this flexibility is gained at the cost of significant additional complexity in the network design and control. In this paper, we consider the optimization of routing and spectrum allocation in flexi-grid ring networks and explore the trade-off between network cost (in terms of spectrum and transponder utilization) and problem complexity (in terms of the number of variables/constraints and computational time). Such trade-offs are investigated under multiple assumptions in terms of traffic grooming, regeneration, and modulation/baud rate assignment capabilities and contrasted with the case of fixed grid.We show how in the presence of traffic grooming the additional complexity due to the flexible grid has a minor impact on problem complexity. Similarly, in all the considered scenarios, regeneration and modulation/baud rate assignment do not relevantly impact on problem complexity. We also consider two possible alternative integer linear programming (ILP) models: the slicebased and channel-based approaches. The former handles each slice individually, whereas the latter uses precomputed subsets of contiguous slices of different bandwidths. Both models are solved under several different network settings. Complexity comparison of the ILP models shows that the slice-based approach provides better performance than the channel-based approach and that the performance gap between the two models increases with the introduction of additional flexibility and dimensions.

[1]  Massimo Tornatore,et al.  Optical ring metro networks with flexible Grid and distance-adaptive optical coherent transceivers , 2013, Bell Labs Technical Journal.

[2]  Michal Pioro,et al.  Optimization models for flexgrid elastic optical networks , 2013, 2013 15th International Conference on Transparent Optical Networks (ICTON).

[3]  Krzysztof Walkowiak,et al.  Routing and Spectrum Assignment in Spectrum Sliced Elastic Optical Path Network , 2011, IEEE Communications Letters.

[4]  Francesco Musumeci,et al.  Protection in optical transport networks with fixed and flexible grid: Cost and energy efficiency evaluation , 2014, Opt. Switch. Netw..

[5]  Thierry Zami Co-Optimizing Allocation of Nyquist Superchannels and Physical Impairments Aware Placement of Regenerators in Elastic WDM Networks , 2014, Journal of Lightwave Technology.

[6]  Víctor López,et al.  Elastic Spectrum Allocation for Time-Varying Traffic in FlexGrid Optical Networks , 2013, IEEE Journal on Selected Areas in Communications.

[7]  Xiaojun Cao,et al.  Routing and Spectrum Allocation in Spectrum-Sliced Elastic Optical Path Networks , 2011, 2011 IEEE International Conference on Communications (ICC).

[8]  Arunabha Sen,et al.  On routing and spectrum allocation in spectrum-sliced optical networks , 2013, 2013 Proceedings IEEE INFOCOM.

[9]  Jason P. Jue,et al.  Routing, wavelength assignment, and spectrum allocation algorithms in transparent flexible optical WDM networks , 2012, Opt. Switch. Netw..

[10]  Marc Ruiz,et al.  Modeling the routing and spectrum allocation problem for flexgrid optical networks , 2012, Photonic Network Communications.

[11]  A. Pattavina,et al.  Routing, modulation level, and spectrum assignment in optical metro ring networks using elastic transceivers , 2013, IEEE/OSA Journal of Optical Communications and Networking.

[12]  G. Rizzelli,et al.  Reach-Related Energy Consumption in IP-Over-WDM 100G Translucent Networks , 2013, Journal of Lightwave Technology.

[13]  P. Poggiolini,et al.  On the Performance of Nyquist-WDM Terabit Superchannels Based on PM-BPSK, PM-QPSK, PM-8QAM or PM-16QAM Subcarriers , 2011, Journal of Lightwave Technology.

[14]  Piero Castoldi,et al.  On the optimal design of a spectrum-switched optical network with multiple modulation formats and rates , 2013, IEEE/OSA Journal of Optical Communications and Networking.

[15]  S. J. B. Yoo,et al.  Planning and provisioning of elastic O-OFDM networks with fragmentation-aware routing and spectrum assignment (RSA) algorithms , 2012, 2012 Asia Communications and Photonics Conference (ACP).

[16]  Marc Ruiz,et al.  Column generation algorithm for RSA problems in flexgrid optical networks , 2013, Photonic Network Communications.

[17]  Ioannis Tomkos,et al.  A tutorial on the flexible optical networking paradigm: State of the art, trends, and research challenges , 2014, Proceedings of the IEEE.

[18]  M. Zukerman,et al.  Novel Node-Arc Model and Multiiteration Heuristics for Static Routing and Spectrum Assignment in Elastic Optical Networks , 2013, Journal of Lightwave Technology.

[19]  Massimo Tornatore,et al.  Complexity and flexible grid networks , 2014, OFC 2014.

[20]  Konstantinos Christodoulopoulos,et al.  Elastic Bandwidth Allocation in Flexible OFDM-Based Optical Networks , 2010, Journal of Lightwave Technology.

[21]  Yi Pan,et al.  A study of the routing and spectrum allocation in spectrum-sliced Elastic Optical Path networks , 2011, 2011 Proceedings IEEE INFOCOM.

[22]  George N. Rouskas,et al.  On optimal traffic grooming in WDM rings , 2001, SIGMETRICS '01.

[23]  Wanyi Gu,et al.  Energy and spectrum efficiency with multi-flow transponders and elastic regenerators in survivable flexible bandwidth virtual optical networks , 2014, OFC 2014.

[24]  George N. Rouskas,et al.  Spectrum assignment in optical networks: A multiprocessor scheduling perspective , 2014, IEEE/OSA Journal of Optical Communications and Networking.

[25]  Masahiko Jinno,et al.  Elastic optical networking: a new dawn for the optical layer? , 2012, IEEE Communications Magazine.