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Journal of Optical Communications and Networking

Journal of Optical Communications and Networking

  • Editors: K. Bergman and O. Gerstel
  • Vol. 4, Iss. 11 — Nov. 1, 2012
  • pp: B101–B113

Designing an Energy-Efficient Cloud Network [Invited]

Burak Kantarci and Hussein T. Mouftah  »View Author Affiliations


Journal of Optical Communications and Networking, Vol. 4, Issue 11, pp. B101-B113 (2012)
http://dx.doi.org/10.1364/JOCN.4.00B101


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Abstract

Cloud computing services are mainly hosted in remote data centers (DCs) where high performance servers and high capacity storage systems are located. Moving the services to distant servers can help handling the energy bottleneck of the information and communication technologies by leading to significant power savings at the local computing resources, which on the other hand increases the energy consumption of the transport network and the DCs. In this paper, we propose mixed-integer-linear-programming- (MILP-) based provisioning models to guarantee either minimum delayed or maximum power-saving cloud services where high performance DCs are assumed to be located at the core nodes of an IP-over-wavelength division multiplexing network. We further propose heuristics, namely, delay-minimized provisioning and power-minimized provisioning, each of which mimics the behavior of the benchmark MILP formulation. Through numerical results, we show that power savings can be attained at the expense of increased propagation delays. Hence, we finally propose the delay- and power-minimized provisioning (DePoMiP), which aims to minimize the propagation delay, maximize the power savings in the transport network and minimize the power consumption overhead introduced to the DCs. Simulation results verify that DePoMiP achieves low-delay and low-power provisioning in an environment which is dominated by the cloud services.

© 2012 OSA

OCIS Codes
(200.3050) Optics in computing : Information processing
(220.4830) Optical design and fabrication : Systems design

ToC Category:
OFC/NFOEC 2012

History
Original Manuscript: June 1, 2012
Revised Manuscript: September 7, 2012
Manuscript Accepted: September 20, 2012
Published: October 23, 2012

Citation
Burak Kantarci and Hussein T. Mouftah, "Designing an Energy-Efficient Cloud Network [Invited]," J. Opt. Commun. Netw. 4, B101-B113 (2012)
http://www.opticsinfobase.org/jocn/abstract.cfm?URI=jocn-4-11-B101


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References

  1. M. Armbrust, A. Fox, G. Rean, A. D. Joseph, R. Katz, A. Konwinski, G. Lee, D. A. Patterson, A. Rabkin, I. Stoica, and M. Zaharia, “Above the clouds: A Berkeley view of cloud computing,” Electrical Engineering and Computer Sciences, University of California at Berkeley, , Feb.2009 [Online]. Available: http://www.eecs.berkeley.edu/Pubs/TechRpts/2009/EECS-2009-28.html.
  2. P. Mell and T. Grance, “The NIST definition of cloud computing,” Jan.2011 [Online]. Available: http://csrc.nist.gov/publications/nistpubs/800-145/SP800-145.pdf.
  3. Q. Zhang, L. Cheng, and R. Boutaba, “Cloud computing: State-of-the-art and research challenges,” J. Internet Services Appl., vol. 1, no. 1, pp. 7–18, May2010. [CrossRef]
  4. B. Hayes, “Cloud computing,” Commun. ACM, vol. 51, pp. 9–11, July2008. [CrossRef]
  5. J. Li, B. Li, T. Wo, C. Hu, J. Huai, L. Liu, and K. P. Lam, “CyberGuarder: A virtualization security assurance architecture for green cloud computing,” FGCS, Future Gener. Comput. Syst., vol. 28, no. 2, pp. 379–390, 2012. [CrossRef]
  6. J. Baliga, R. Ayre, K. Hinton, and R. S. Tucker, “Photonics switching and the energy bottleneck,” in Proc. of OSA Conf. on Photonics in Switching, 2007, pp. 125–126.
  7. K. Hinton, J. Baliga, M. Feng, R. Ayre, and R. S. Tucker, “Power consumption and energy efficiency in the Internet,” IEEE Network, vol. 25, no. 2, pp. 6–12, Mar.–Apr.2009. [CrossRef]
  8. M. Gupta and S. Singh, “Greening of the Internet,” in Proc. of ACM SIGCOMM, Aug. 2003, pp. 19–26.
  9. H. Takeshita, N. Yamanaka, S. Okamoto, S. Shimizu, and S. Gao, “Energy efficient network design tool for green IP/Ethernet networks,” Opt. Switching Netw., vol. 9, no. 3, pp. 264–270, 2012. [CrossRef]
  10. W. Hou, L. Guo, X. Wang, and X. Wei, “Joint port-cost and power-consumption savings in hybrid hierarchical optical networks,” Opt. Switching Netw., vol. 8, no. 3, pp. 214–224, 2011. [CrossRef]
  11. S. Ricciardi, F. Palmieri, U. Fiore, D. Careglio, G. Santos-Boada, and J. Solé-Pareta, “An energy-aware dynamic RWA framework for next-generation wavelength-routed networks,” Comput. Netw., vol. 56, no. 10, pp. 2420–2442, 2012. [CrossRef]
  12. Y. Zhang, P. Chowdhury, M. Tornatore, and B. Mukherjee, “Energy efficiency in telecom optical networks,” IEEE Commun. Surv. Tutorials, vol. 12, no. 4, pp. 441–458, 2010. [CrossRef]
  13. J. Baliga, R. Ayre, K. Hinton, and R. Tucker, “Green cloud computing: Balancing energy in processing, storage, and transport,” Proc. IEEE, vol. 99, no. 1, pp. 149–167, Jan.2011. [CrossRef]
  14. A. Banerjee, T. Mukherjee, G. Varsamopoulos, and S. K. S. Gupta, “Integrating cooling awareness with thermal aware workload placement for HPC data centers,” Sustainable Comput.: Inf. Syst., vol. 1, no. 2, pp. 134–150, June2011. [CrossRef]
  15. Q. Tang, S. K. S. Gupta, and G. Varsamopoulos, “Energy-efficient thermal-aware task scheduling for homogeneous high-performance computing data centers: A cyber-physical approach,” IEEE Trans. Parallel Distrib. Syst., vol. 19, no. 11, pp. 1458–1472, Nov.2008. [CrossRef]
  16. J.-W. Jang, M. Jeon, H.-S. Kim, H. Jo, J.-S. Kim, and S. Maeng, “Energy reduction in consolidated servers through memory-aware virtual machine scheduling,” IEEE Trans. Comput., vol. 60, no. 4, pp. 552–564, Apr.2011. [CrossRef]
  17. J. Choi, S. Govindan, J. Jeong, B. Urgaonkar, and A. Sivasubramaniam, “Power consumption prediction and power-aware packing in consolidated environments,” IEEE Trans. Comput., vol. 59, no. 12, pp. 1640–1654, Dec.2010. [CrossRef]
  18. S. Greenberg, W. Tschudi, and J. Weale, “Self-benchmarking guide for data center energy performance,” Lawrence Berkley National Laboratory, 2006 [Online]. Available: http://hightech.lbl.gov/documents/data_centers/self_benchmarking_guide-2.pdf.
  19. J. Moore, J. Chase, P. Ranganathan, and R. Sharma, “Making scheduling cool: Temperature-aware workload placement in data centers,” in Proc. of USENIX Annu. Technical Conf. (ATEC), Apr. 2005, pp. 61–74.
  20. X. Dong, T. El-Gorashi, and J. M. H. Elmirghani, “Green IP over WDM networks with data centers,” J. Lightwave Technol., vol. 29, no. 12, pp. 1861–1880, June2011. [CrossRef]
  21. B. Kantarci and H. T. Mouftah, “Energy-efficient cloud services over wavelength-routed optical transport networks,” in Proc. of IEEE GLOBECOM, Dec. 2011, pp. SAC06.6.1–SAC06.6.5.
  22. N. Charbonneau and V. M. Vokkarane, “Routing and wavelength assignment of static manycast demands over all-optical wavelength-routed WDM networks,” J. Opt. Commun. Netw., vol. 2, no. 7, pp. 442–455, July2010. [CrossRef]
  23. A. G. Gadkar, J. Plante, and V. M. Vokkarane, “Manycasting: Energy-efficient multicasting in WDM optical unicast networks,” in Proc. of IEEE GLOBECOM, Dec. 2011, pp. SAC06.5.1–SAC06.5.5.
  24. B. G. Bathula and J. M. H. Elmirghani, “Green networks: Energy efficient design for optical networks,” in Proc. of Int. Conf. on Wireless and Optical Communication Networks, Apr. 2009, pp. S15.3.1–S15.3.5.
  25. A. S. Reaz, V. Ramamurthi, M. Tornatore, and B. Mukherjee, “Green provisioning of cloud services over wireless-optical broadband access networks,” in Proc. of IEEE GLOBECOM, Dec. 2011, pp. SAC04.3.1–SAC04.3.5.
  26. C. Develder, M. De Leenheer, B. Dhoedt, M. Pickavet, D. Colle, F. De Turck, and P. Demeester, “Optical networks for grid and cloud computing applications,” Proc. IEEE, vol. 100, no. 5, pp. 1149–1167, 2012. [CrossRef]
  27. G. Shen and R. S. Tucker, “Energy-minimized design for IP over WDM networks,” J. Opt. Commun. Netw., vol. 1, pp. 176–186, June2009. [CrossRef]
  28. B. Kantarci and H. T. Mouftah, “Energy-efficient demand provisioning in the cloud,” in Proc. of Optical Fiber Communication Conf. (OFC), Mar. 2012, pp. OM2G.4.1–OM2G.4.3.
  29. S. Ricciardi, D. Careglio, G. Santos-Boada, J. Sole-Pareta, U. Fiore, and F. Palmieri, “Saving energy in data center infrastructures,” in Proc. of Int. Conf. on Data Compression, Communications and Processing, June 2011, pp. 265–270.
  30. B. Kantarci and H. T. Mouftah, “The impact of time of use (ToU)-awareness in energy and opex performance of a cloud backbone,” in Proc. of IEEE GLOBECOM, Dec. 2012, to be published.
  31. J-W. Huang, L.-C. Wang, and C.-J. Chang, “Power fairness in a scalable ring-based wireless mesh network,” in Proc. of IEEE Vehicular Technology Conf. Fall, Sept. 2007, pp. 341–346.
  32. B. Kantarci and H. T. Mouftah, “Optimal reconfiguration of the cloud network for maximum energy savings,” in Proc. of Workshop on Cloud Computing Optimization, May 2012.
  33. B. Kantarci and H. T. Mouftah, “Overcoming the energy versus delay trade-off in cloud network reconfiguration,” in Proc. of IEEE Symp. on Computers and Communications (ISCC), July 2012.
  34. W. Hu and Q. Zeng, “Multicasting optical cross connects employing splitter-and-delivery switch,” IEEE Photon. Technol. Lett., vol. 10, no. 7, pp. 970–972, July1998. [CrossRef]

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