Energy-Aware Virtual Machine Management in Inter-Datacenter Networks over Elastic Optical Infrastructure

IEEE Transactions on Green Communications and Networking

Volumn 2, Issue 1, 2018, Pages 305-315

  Zhang, Liang ^a   Han, Tao ^b   Ansari, Nirwan ^a  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b The University of North Carolina at Charlotte   (United States)

Author keywords

Anycast; cloud computing; elastic optical networks; renewable energy

Indexed keywords

BANDWIDTH; CLOUD COMPUTING; DC POWER TRANSMISSION; ENERGY UTILIZATION; HEURISTIC ALGORITHMS; INTEGER PROGRAMMING; NETWORK SECURITY; OPTICAL FIBERS; POWER MANAGEMENT (TELECOMMUNICATION); PROBLEM SOLVING; RENEWABLE ENERGY RESOURCES; VIRTUAL MACHINE;

ANYCAST; ELASTIC OPTICAL NETWORKS; GREEN PRODUCTS; OPTICAL FIBER NETWORKS; RENEWABLE ENERGIES; RENEWABLE ENERGY SOURCE;

GREEN COMPUTING;

EID: 85045576529     PISSN: None     EISSN: 24732400     Source Type: Journal    
DOI: 10.1109/TGCN.2017.2771724     Document Type: Conference Paper

References (38)

1. M. N. O. Sadiku, S. M. Musa, and O. D. Momoh, Cloud computing: Opportunities and challenges, IEEE Potentials, vol. 33, no. 1, pp. 34-36, Jan./Feb. 2014.
2. L. Yang, J. Cao, S. Tang, D. Han, and N. Suri, Run time application repartitioning in dynamic mobile cloud environments, IEEE Trans. Cloud Comput., vol. 4, no. 3, pp. 336-348, Jul./Sep. 2016.
3. A. Jonathan, M. Ryden, K. Oh, A. Chandra, and J. Weissman, Nebula: Distributed edge cloud for data intensive computing, IEEE Trans. Parallel Distrib. Syst., vol. 28, no. 11, pp. 3229-3242, Nov. 2017.
4. Y. Zhang and N. Ansari, HERO: Hierarchical energy optimization for data center networks, IEEE Syst. J., vol. 2, no. 9, pp. 406-415, Jun. 2015.
5. Y. Zhang and N. Ansari, On architecture design, congestion notification, TCP incast and power consumption in data centers, IEEE Commun. Surveys Tuts., vol. 15, no. 1, pp. 39-64, 1st Quart., 2013.
6. M. Pickavet et al., Worldwide energy needs for ICT: The rise of poweraware networking, in Proc. ANTS, Mumbai, India, Dec. 2008, pp. 1-3.
7. U. Mandal, M. Habib, S. Zhang, B. Mukherjee, and M. Tornatore, Greening the cloud using renewable-energy-aware service migration, IEEE Netw., vol. 27, no. 6, pp. 36-43, Nov./Dec. 2013.
8. T. Han and N. Ansari, Powering mobile networks with green energy, IEEE Wireless Commun., vol. 21, no. 1, pp. 90-96, Feb. 2014.
9. D. Zeng, J. Zhang, S. Guo, L. Gu, and K. Wang, Take renewable energy into CRAN toward green wireless access networks, IEEE Netw., vol. 31, no. 4, pp. 62-68, Jul./Aug. 2017.
10. . Goiri, W. Katsak, K. Le, T. D. Nguyen, and R. Bianchini, Designing and managing data centers powered by renewable energy, IEEE Micro, vol. 34, no. 3, pp. 8-16, May/Jun. 2014.
11. T. Wood et al., CloudNet: Dynamic pooling of cloud resources by live WAN migration of virtual machines, IEEE/ACM Trans. Netw., vol. 23, no. 5, pp. 1568-1583, Oct. 2015.
12. Enabling Long Distance Live Migration With F5 and VMware vMotion. Accessed: Nov. 14, 2017. [Online]. Available: https://f5.com/Portals/1/Cache/Pdfs/2421/enabling-long-distance-livemigration-with-f5-and-vmware-vmotion.pdf
13. W. Shieh, X. Yi, and Y. Tang, Transmission experiment of multigigabit coherent optical OFDM systems over 1000km SSMF fibre, IET Electron. Lett., vol. 43, no. 3, pp. 183-184, Feb. 2007.
14. J. Armstrong, OFDM for optical communications, IEEE J. Lightw. Technol., vol. 27, no. 3, pp. 189-204, Feb. 1, 2009.
15. C. Develder et al., Optical networks for grid and cloud computing applications, Proc. IEEE, vol. 100, no. 5, pp. 1149-1167, May 2012.
16. S. Figuerola, M. Lemay, V. Reijs, M. Savoie, and B. S. Arnaud, Converged optical network infrastructures in support of future Internet and grid services using IaaS to reduce GHG emissions, IEEE J. Lightw. Technol., vol. 27, no. 12, pp. 1941-1946, Jun. 15, 2009.
17. A. Fallahpour, H. Beyranvand, and J. A. Salehi, Energy-efficient manycast routing and spectrum assignment in elastic optical networks for cloud computing environment, IEEE J. Lightw. Technol., vol. 33, no. 19, pp. 4008-4018, Oct. 1, 2015.
18. L. Zhang, T. Han, and N. Ansari, Renewable energy-aware interdatacenter virtual machine migration over elastic optical networks, in Proc. IEEE Cloudcom, Vancouver, BC, Canada, Nov./Dec. 2015, pp. 440-443.
19. M. Ghamkhari and H. Mohsenian-Rad, Energy and performance management of green data centers: A profit maximization approach, IEEE Trans. Smart Grid, vol. 4, no. 2, pp. 1017-1025, Jun. 2013.
20. S. Fang, H. Li, C. H. Foh, Y. Wen, and K. M. M. Aung, Energy optimizations for data center network: Formulation and its solution, in Proc. IEEE GLOBECOM, Anaheim, CA, USA, Dec. 2012, pp. 3256-3261.
21. M. Gattulli, M. Tornatore, R. Fiandra, and A. Pattavina, Low-carbon routing algorithms for cloud computing services in IP-over-WDM networks, in Proc. ICC, Ottawa, ON, Canada, Jun. 2012, pp. 2999-3003.
22. Q.-L. Lin and S.-Z. Yu, A distributed green networking approach for data center networks, IEEE Commun. Lett., vol. 21, no. 4, pp. 797-800, Apr. 2017.
23. B. Kantarci, L. Foschini, A. Corradi, and H. T. Mouftah, Inter-andintra data center VM-placement for energy-efficient large-scale cloud systems, in Proc. IEEE Globecom Workshops, Anaheim, CA, USA, Dec. 2012, pp. 708-713.
24. W. Zhang, Z. Wang, J. Lioret, D. Zhang, and Z. Yang, Optimising data placement and traffic routing for energy saving in backbone networks, Trans. Emerg. Telecommun. Technol., vol. 25, no. 9, pp. 914-925, Sep. 2014.
25. Q. Zhang, Q. Zhu, M. F. Zhani, R. Boutaba, and J. L. Hellerstein, Dynamic service placement in geographically distributed clouds, IEEE J. Sel. Areas Commun., vol. 31, no. 12, pp. 762-772, Dec. 2013.
26. Y. Wu, M. Tornatore, S. Thota, and B. Mukherjee, Renewable-energyaware data center placement in optical cloud networks, in Proc. Opt. Fiber Commun. Conf. Exhibit. (OFC), Los Angeles, CA, USA, Mar. 2015, pp. 1-3.
27. Y. Wu, M. Tornatore, S. Ferdousi, and B. Mukherjee, Green data center placement in optical cloud networks, IEEE Trans. Green Commun. Netw., vol. 1, no. 3, pp. 347-357, Sep. 2017.
28. R. Buyya, R. Ranjan, and R. N. Calheiros, InterCloud: Utility-oriented federation of cloud computing environments for scaling of application services, in Proc. Int. Conf. Algorithms Archit. Parallel Process., Busan, South Korea, May 2010, pp. 13-31.
29. D. Ardagna, B. Panicucci, M. Trubian, and L. Zhang, Energy-aware autonomic resource allocation in multitier virtualized environments, IEEE Trans. Services Comput., vol. 5, no. 1, pp. 2-19, Jan./Mar. 2012.
30. O. Ayoub, F. Musumeci, M. Tornatore, and A. Pattavina, Efficient routing and bandwidth assignment for inter-data-center live virtualmachine migrations, IEEE/OSA J. Opt. Commun. Netw., vol. 9, no. 3, pp. B12-B21, Mar. 2017.
31. L. Velasco, A. P. Vela, F. Morales, and M. Ruiz, Designing, operating, and reoptimizing elastic optical networks, IEEE J. Lightw. Technol., vol. 35, no. 3, pp. 513-526, Feb. 1, 2017.
32. A. Kiani and N. Ansari, Toward low-cost workload distribution for integrated green data centers, IEEE Commun. Lett., vol. 19, no. 1, pp. 26-29, Jan. 2015.
33. L. Zhang, T. Han, and N. Ansari, Energy-aware virtual machine management in inter-datacenter networks over elastic optical infrastructure, Adv. Netw. Lab., New Jersey Inst. Technol., Newark, NJ, USA, Tech. Rep. TR-ANL-2017-006, 2017.
34. CVX Research, Inc. (Aug. 2012). CVX: MATLAB Software for Disciplined Convex Programming, Version 2.0. [Online]. Available: http://cvxr.com/cvx
35. Gurobi Optimization. Accessed: Nov. 14, 2017. [Online]. Available: http://www.gurobi.com/
36. L. Zhang, T. Han, and N. Ansari, Revenue driven virtual machine management in green datacenter networks towards big data, in Proc. IEEE GLOBECOM, Washington, DC, USA, Dec. 2016, pp. 1-6.
37. L. Zhang and Z. Zhu, Spectrum-efficient anycast in elastic optical interdatacenter networks, Opt. Switch. Netw., vol. 14, no. 3, pp. 250-259, Aug. 2014.
38. Average Price of Electricity to Ultimate Customers by End-Use Sector. Accessed: Nov. 14, 2017. [Online]. Available: https://www.eia.gov/electricity/annual/html/epa-02-10.html