Revenue driven virtual machine management in green datacenter networks towards big data

Proceedings - IEEE Global Communications Conference, GLOBECOM

Volumn , Issue , 2016, Pages

  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

[No Author keywords available]

Indexed keywords

BIG DATA; HEURISTIC ALGORITHMS; INTEGER PROGRAMMING; NETWORK SECURITY; OPERATING COSTS; RENEWABLE ENERGY RESOURCES; VIRTUAL MACHINE;

APPLICATION SERVICES; COST OF ELECTRICITY; DATA CENTER NETWORKS; DATACENTER; ECONOMIC LIFE; LIFE-SCIENCES; OPERATIONS COST; RENEWABLE ENERGIES; VIRTUAL MACHINE MANAGEMENT; VIRTUAL MACHINE MIGRATIONS;

PROBLEM SOLVING;

EID: 85015374617     PISSN: 23340983     EISSN: 25766813     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2016.7842228     Document Type: Conference Paper

References (21)

1. "The Zettabyte Era-Trends and Analysis, " White paper, Cisco Visual Networking Index (VNI), Jun. 2015.
2. X. Yi, F. Liu, J. Liu, and H. Jin, "Building a network highway for big data: architecture and challenges, " IEEE Network, vol. 28, no. 4, pp. 5-13, July 2014.
3. P. Lu et al., "Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks, " IEEE Network, vol. 29, no. 5, pp. 36-42, Sept. 2015.
4. J. Wu, S. Guo, J. Li, and D. Zeng, "Big data meet green challenges: Big data toward green applications, " IEEE Systems Journal, vol. 10, no. 3, pp. 888-900, Sept. 2016.
5. Y. Zhang and N. Ansari, "On architecture design, congestion notification, TCP incast and power consumption in data centers, " IEEE Communications Surveys and Tutorials, vol. 15, no. 1, pp. 39-64, First Quarter, 2013.
6. X. Zhao et al., "The prospect of inter-data-center optical networks, " IEEE Commun. Mag., vol. 51, pp. 32-38, Sept. 2013.
7. https://www. google. com/about/datacenters/inside/locations/index. html.
8. L. Gu, D. Zeng, P. Li, and S. Guo, "Cost minimization for big data processing in geo-Distributed data centers, " IEEE Transactions on Emerging Topics in Computing, vol. 2, no. 3, pp. 314-323, Sept. 2014.
9. Y. Zhang and N. Ansari, "HERO: Hierarchical energy optimization for data center networks, " IEEE Systems Journal, vol. 2, no. 9, pp. 406-415, Jun. 2015.
10. T. Han and N. Ansari, "Powering mobile networks with green energy, " IEEE Wireless Communications, vol. 21, no. 1, pp. 90-96, Feb. 2014.
11. https://www. google. com/about/datacenters/renewable/index. html.
12. Enabling long distance live migration with f5 and VMware vMotion. [Online]. Available: https://f5. com/resources/white-papers/enablinglongdistance-live-migration-with-f5-and-vmware-vmotion.
13. L. Zhang, T. Han, and N. Ansari, "Renewable energy-aware interdatacenter virtual machine migration over elastic optical networks, " in IEEE Cloudcom 2015, Nov. 30-Dec. 2, 2015.
14. A. Kiani and N. Ansari, " Toward low-cost workload distribution for integrated green data centers, " IEEE Communications Letters, vol. 19, no. 1, pp. 26-29, Jan. 2015.
15. M. Ghamkhari and H. Mohsenian-Rad, "Energy and performance management of green data centers: A profit maximization approach, " IEEE Transactions on Smart Grid, vol. 4, no. 2, pp. 1017-1025, Jun. 2013.
16. S. Banerjee, S. Murthy, and A. Sen, "On a fault-tolerant resource allocation scheme for revenue maximization in data centers, " in IEEE 5th International Conference on Advanced Networks and Telecommunication Systems (ANTS), pp. 1-6, Dec. 2011.
17. L. Gu et al., "A general communication cost optimization framework for big data stream processing in geo-distributed data centers, " IEEE Transactions on Computers, vol. 65, no. 1, pp. 19-29, Jan. 2016.
18. [Online]. Available: https://www. eia. gov/electricity/monthly/epm table grapher. cfmt=epmt 5 3
19. A. Caprara and M. Monac, " On the two-dimensional Knapsack Problem, " Operations Research Letters, vol. 32, no. 1, pp. 5-14, Jan. 2004.
20. CVX Research, Inc., "CVX: Matlab software for disciplined convex programming, version 2. 0, " http://cvxr. com/cvx, Aug. 2012.
21. Gurobi optimization. [Online]. Available: http://www. gurobi. com/.