Massive Data Transfer Sensitivity to Energy Consumption in Elastic Networks
Abstract
Energy consumption in core networks is currently impacted by Bulk Data Transfer (BDT) applications among the major Internet Data Centers (CDs). This is because these applications consume most of the available resources and do so for long periods of time. Due to the increase in network traffic that occurs every year, one of the key challenges for cloud service providers is energy efficiency. To serve the growing demand, the Elastic Optical Networks (EON) paradigm has been proposed with the objective of meeting requests with greater flexibility, making better use of the frequency spectrum. This paper proposes the Energy Efficient Aware-BDT in EON (EEABE) solution, an energy efficient aware Routing and Spectrum Allocation (RSA) algorithm for performing inter-CD BDT (ICD), which is capable of scaling BDT requests and implementing the sleep mode technique to reduce the power consumption of the switching elements in the optical network.
Keywords:
Elastic Optical Networks, Energy Consumption, Spectral Allocation
References
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Chen, H., Zhao, Y., Zhang, J., Wang, W., and Zhu, R. (2017). Static Routing and Spectrum Assignment for Deadline-Driven Bulk-Data Transfer in Elastic Optical Networks. IEEE Access, 5:13645–13653.
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Li, C., Guo, W., Hu, W., and Xia, M. (2015). Energy-Efficient Dynamic Bandwidth Allocation for EPON Networks with Sleep Mode ONUs. Optical Switching and Networking, 15:121 – 133.
Lu, X., Kong, F., Liu, X., Yin, J., Xiang, Q., and Yu, H. (2017). Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers. IEEE Transactions on Cloud Computing, PP(99):1–1.
R. Ren, W. Hou, L. G. Y. L. J. W. and Yang, Y. (2016). Spectrum and Energy-Efficient Survivable Routing Algorithm in Elastic Optical Network. Optik - International Journal for Light and Electron Optics, 127(20):8795 – 8806.
Sousa, L. S. and Drummond, A. C. (2017). Provendo Multiplas Transfˆencias de Dados em Massa com Roteamento e Alocac¸ ão de Espectro Ciente da Aplicac¸ ão em Redes Opticas
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Tafani, D., Kantarci, B., Mouftah, H. T., McArdle, C., and Barry, L. P. (2012). Distributed management of energy-efficient lightpaths for computational grids. In 2012 IEEE Global Communications Conference (GLOBECOM), pages 2924–2929.
Van, D. P., Fiorani, M., Wosinska, L., and Chen, J. (2017). Adaptive Open-Shop Scheduling for Optical Interconnection Networks. Journal of Lightwave Technology, 35(13):2503–2513.
Wong, S., Valcarenghi, L., Yen, S., Campelo, D. R., Yamashita, S., and Kazovsky, L. (2009). Sleep Mode for Energy Saving PONs: Advantages and Drawbacks. In 2009 IEEE Globecom Workshops, pages 1–6.
Yen, J. Y. (1971). Finding the k Shortest Loopless Paths in a Network. management Science, 17(11):712–716.
Bokhari, M., Sohail, M., Kasi, J. K., and Kasi, A. K. (2016). Performance Analysis of Passive Optical Networks with Energy Saving Through the Integrated Sleep Mode. Optical Switching and Networking, 21:16 – 30.
Charbonneau, N. and Vokkarane, V. M. (2012). A Survey of Advance Reservation Routing andWavelength Assignment inWavelength-Routed WDM Networks. IEEE Communications Surveys Tutorials, 14(4):1037–1064.
Chen, H., Zhao, Y., Zhang, J., Wang, W., and Zhu, R. (2017). Static Routing and Spectrum Assignment for Deadline-Driven Bulk-Data Transfer in Elastic Optical Networks. IEEE Access, 5:13645–13653.
Costa, L. R., de Sousa, L. S., de Oliveira, F. R., da Silva, K. A., J´unior, P. J. S., and Drummond, A. C. (2016). ONS: Optical Network Simulator - WDM/EON.
Costa, L. R. and Drummond, A. C. (2018). Eficiˆencia Energética com Modelo de Grafo Auxiliar para Redes ´opticas El´asticas. Simp´osio Brasileiro de Redes de Computadores (SBRC), 36.
Idzikowski, F., Chiaraviglio, L., Cianfrani, A., Vizca´ıno, J. L., Polverini, M., and Ye, Y. (2016). A Survey on Energy-Aware Design and Operation of Core Networks. IEEE Communications Surveys Tutorials, 18(2):1453–1499.
Ji, S., Liu, S., and Li, B. (2018). Deadline-Aware Scheduling and Routing for Inter- Datacenter Multicast Transfers. In 2018 IEEE International Conference on Cloud Engineering (IC2E), pages 124–133.
Jinno, M., Takara, H., Kozicki, B., Tsukishima, Y., Sone, Y., and Matsuoka, S. (2009). Spectrum-efficient and scalable elastic optical path network: architecture, benefits, and enabling technologies. IEEE Communications Magazine, 47(11):66–73.
Kang, D., Yang, W., Jung, J., and Kim, Y. (2012). Wake Transition Decision Algorithm for Energy Saving in OBS Network with LPI. In 2012 International Conference on Computing, Networking and Communications (ICNC), pages 527–531.
Khumalo, P. and Nleya, B. (2018). Sleep-Mode/Traffic Grooming Versus Device Reliability Overview. In 2018 International Conference on Advances in Big Data, Computing and Data Communication Systems (icABCD), pages 1–5.
Li, C., Guo, W., Hu, W., and Xia, M. (2015). Energy-Efficient Dynamic Bandwidth Allocation for EPON Networks with Sleep Mode ONUs. Optical Switching and Networking, 15:121 – 133.
Lu, X., Kong, F., Liu, X., Yin, J., Xiang, Q., and Yu, H. (2017). Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers. IEEE Transactions on Cloud Computing, PP(99):1–1.
R. Ren, W. Hou, L. G. Y. L. J. W. and Yang, Y. (2016). Spectrum and Energy-Efficient Survivable Routing Algorithm in Elastic Optical Network. Optik - International Journal for Light and Electron Optics, 127(20):8795 – 8806.
Sousa, L. S. and Drummond, A. C. (2017). Provendo Multiplas Transfˆencias de Dados em Massa com Roteamento e Alocac¸ ão de Espectro Ciente da Aplicac¸ ão em Redes Opticas
El´asticas. Simp´osio Brasileiro de Redes de Computadores (SBRC), 35(1/2017).
Tafani, D., Kantarci, B., Mouftah, H. T., McArdle, C., and Barry, L. P. (2012). Distributed management of energy-efficient lightpaths for computational grids. In 2012 IEEE Global Communications Conference (GLOBECOM), pages 2924–2929.
Van, D. P., Fiorani, M., Wosinska, L., and Chen, J. (2017). Adaptive Open-Shop Scheduling for Optical Interconnection Networks. Journal of Lightwave Technology, 35(13):2503–2513.
Wong, S., Valcarenghi, L., Yen, S., Campelo, D. R., Yamashita, S., and Kazovsky, L. (2009). Sleep Mode for Energy Saving PONs: Advantages and Drawbacks. In 2009 IEEE Globecom Workshops, pages 1–6.
Yen, J. Y. (1971). Finding the k Shortest Loopless Paths in a Network. management Science, 17(11):712–716.
Published
2019-05-06
How to Cite
MIRANDA, Maurílio H. R.; SOUSA, Léia S.; COSTA, Lucas R.; DRUMMOND, André C..
Massive Data Transfer Sensitivity to Energy Consumption in Elastic Networks. In: BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS (SBRC), 37. , 2019, Gramado.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2019
.
p. 501-514.
ISSN 2177-9384.
DOI: https://doi.org/10.5753/sbrc.2019.7382.
