Greenhead: Virtual data center embedding across distributed infrastructures

IEEE Transactions on Cloud Computing

Volumn 1, Issue 1, 2013, Pages 36-49

  Amokrane, Ahmed ^a   Zhani, Mohamed Faten ^b   Langar, Rami ^a   Boutaba, Raouf ^b   Pujolle, Guy ^a  

^a UNIVERSITÉ PIERRE ET MARIE CURIE   (France)

^b UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Cloud computing; Distributed infrastructure; Energy efficiency; Green computing; Virtual data center

Indexed keywords

CARBON; CARBON FOOTPRINT; CLOUD COMPUTING; DIGITAL STORAGE; ENERGY EFFICIENCY; INFORMATION MANAGEMENT;

DISTRIBUTED INFRASTRUCTURE; ENVIRONMENT FRIENDLY; EXTENSIVE SIMULATIONS; GREEN COMPUTING; HOLISTIC RESOURCE MANAGEMENTS; INFRASTRUCTURE PROVIDERS; REVENUE MAXIMIZATION; VIRTUAL DATA CENTERS;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 84919785766     PISSN: None     EISSN: 21687161     Source Type: Journal    
DOI: 10.1109/TCC.2013.5     Document Type: Article

References (40)

1. Amazon Elastic Compute Cloud (Amazon EC2), http://aws.amazon. com/ec2/, 2013.
2. H. Ballani, P. Costa, T. Karagiannis, and A. Rowstron, "Toward Predictable Datacenter Networks", Proc. ACM SIGCOMM, pp. 242-253, 2011.
3. M. F. Bari, R. Boutaba, R. Esteves, Z. G. Lisandro, M. Podlesny, G. Rabbani, Q. Zhang, and M. F. Zhani, "Data Center Network Virtualization: A Survey", 2012.
4. M. F. Zhani, Q. Zhang, G. Simon, and R. Boutaba, "VDC Planner: Dynamic Migration-Aware Virtual Data Center Embedding for Clouds", Proc. IFIP/IEEE Integrated Network Management Symp. (IM 2013), May 2013.
5. C. Guo, G. Lu, H. J. Wang, S. Yang, C. Kong, P. Sun, W. Wu, and Y. Zhang, "SecondNet: A Data Center Network Virtualization Architecture with Bandwidth Guarantees", Proc. Sixth Int'l Conf. (Co-NEXT), pp. 1-12, 2010.
6. A. Vahdat, "SDN Stack for Service Provider Networks", Proc. Open Networking Summit, 2012.
7. A. Greenberg, J. Hamilton, D. A. Maltz, and P. Patel, "The Cost of a Cloud: Research Problems in Data Center networks", ACM SIGCOMM Computer Comm. Rev., vol. 39, no. 1, pp. 68-73, Dec. 2008.
8. Forrester Research, "The Future of Data Center Wide-Area Networking", 2010.
9. ITU, "Toolkit on Environmental Sustainability for the ICT Sector (ESS)", http://www.itu.int/ITU-T/climatechange/ess/index.html, 2012.
10. Y. Xin, I. Baldine, A. Mandal, C. Heermann, J. Chase, and A. Yumerefendi, "Embedding Virtual Topologies in Networked Clouds", Proc. Sixth Int'l Conf. Future Internet Technologies (CFI'11), pp. 26-29, 2011.
11. M. Chowdhury, M. Rahman, and R. Boutaba, "Vineyard: Virtual Network Embedding Algorithms with Coordinated Node and Link Mapping", IEEE/ACM Trans. Networking, vol. 20, no. 1, pp. 206-219, Feb. 2012.
12. X. Cheng, S. Su, Z. Zhang, H. Wang, F. Yang, Y. Luo, and J. Wang, "Virtual Network Embedding through Topology-Aware Node Ranking", ACM SIGCOMM Computer Comm. Rev., vol. 41, no. 2, pp. 38-47, Apr. 2011.
13. I. Fajjari, N. Aitsaadi, G. Pujolle, and H. Zimmermann, "VNE-AC: Virtual Network Embedding Algorithm Based on Ant Colony Meta-heuristic", Proc. IEEE Int'l Conf. Comm. (ICC), pp. 1-6, June 2011.
14. J. F. Botero, X. Hesselbach, M. Duelli, D. Schlosser, A. Fischer, and H. de Meer, "Energy Efficient Virtual Network Embedding", IEEE Comm. Letters, vol. 16, no. 5, pp. 756-759, May 2012.
15. S. Su, Z. Zhang, X. Cheng, Y. Wang, Y. Luo, and J. Wang, "Energy-Aware Virtual Network Embedding through Consolidation", Proc. IEEE INFOCOM, pp. 127-132, 2012.
16. I. Houidi, W. Louati, W. B. Ameur, and D. Zeghlache, "Virtual Network Provisioning across Multiple Substrate Networks", Computer Networks, vol. 55, no. 4, pp. 1011-1023, Mar. 2011.
17. M. Chowdhury, F. Samuel, and R. Boutaba, "Polyvine: Policy-Based Virtual Network Embedding across Multiple Domains", Proc. ACM SIGCOMM, pp. 49-56, 2010.
18. Q. Zhang, Q. Zhu, M. F. Zhani, and R. Boutaba, "Dynamic Service Placement in Geographically Distributed Clouds", Proc. IEEE 32nd Int'l Conf. Distributed Computing Systems (ICDCS), pp. 526-535, June 2012.
19. M. Adnan, R. Sugihara, and R. Gupta, "Energy Efficient Geographical Load Balancing via Dynamic Deferral of Workload", Proc. IEEE Fifth Int'l Conf. Cloud Computing (CLOUD), pp. 188-195, June 2012.
20. A. Qureshi, R. Weber, H. Balakrishnan, J. Guttag, and B. Maggs, "Cutting the Electric Bill for Internet-Scale Systems", ACM SIGCOMM Computer Comm. Rev., vol. 39, no. 4, pp. 123-134, Aug. 2009.
21. Z. Liu, M. Lin, A. Wierman, S. H. Low, and L. L. Andrew, "Geographical Load Balancing with Renewables", SIGMETRICS Performance Evaluation Rev., vol. 39, no. 3, pp. 62-66, Dec. 2011.
22. Z. Liu, M. Lin, A. Wierman, S. H. Low, and L. L. Andrew, "Greening Geographical Load Balancing", Proc. ACM SIGMETRICS Joint Int'l Conf. Measurement and Modeling of Computer Systems (SIGMETRICS'11), pp. 233-244, 2011.
23. J. He, X. Deng, D. Wu, Y. Wen, and D. Wu, "Socially-Responsible Load Scheduling Algorithms for Sustainable Data Centers over Smart Grid", Proc. IEEE Third Int'l Conf. Smart Grid Comm. (SmartGridComm), Nov. 2012.
24. P. X. Gao, A. R. Curtis, B. Wong, and S. Keshav, "It's Not Easy Being Green", Proc. ACM SIGCOMM, pp. 211-222, 2012.
25. K. Le, J. Zhang, J. Meng, R. Bianchini, Y. Jaluria, and T. Nguyen, "Reducing Electricity Cost through Virtual Machine Placement in High Performance Computing Clouds", Proc. Int'l Conf. High Performance Computing, Networking, Storage, and Analysis (SC), pp. 1-12, Nov. 2011.
26. A. Greenberg, J. R. Hamilton, N. Jain, S. Kandula, C. Kim, P. Lahiri, D. A. Maltz, P. Patel, and S. Sengupta, "VL2: A Scalable and Flexible Data Center Network", Proc. ACM SIGCOMM, pp. 51-62, 2009.
27. S. E. Schaeffer, "Graph Clustering", Computer Science Rev., vol. 1, no. 1, pp. 27-64, 2007.
28. V. D. Blondel, J.-L. Guillaume, R. Lambiotte, and E. Lefebvre, "Fast Unfolding of Communities in Large Networks", J. Statistical Mechanics: Theory and Experiment, Oct. 2008.
29. T. Ghazar and N. Samaan, "Hierarchical Approach for Efficient Virtual Network Embedding Based on Exact Subgraph Matching", Proc. IEEE GLOBECOM, 2011.
30. The Nat'l Science Foundation Network (NSFNET), http://www.nsf.gov, 2013.
31. N. Laoutaris, M. Sirivianos, X. Yang, and P. Rodriguez, "Inter-Datacenter Bulk Transfers with Netstitcher", Proc. ACM SIGCOMM, pp. 74-85, 2011.
32. U. S. Energy Information Administration, http://www.eia.gov, 2013.
33. The Renewable Resource Data Center (RReDC) Website, http://www.nrel.gov/rredc/, 2012.
34. Carbon Footprint Calculator, http://www.carbonfootprint.com, 2012.
35. X. Deng, D. Wu, J. Shen, and J. He, "Eco-Aware Online Power Management and Load Scheduling for Green Cloud Datacenters", technical report, CS Department, Sun Yat-sen Univ., Apr. 2013.
36. P. Heptonstall, "A Review of Electricity Unit Cost Estimates", UK Energy Research Centre Working Paper, May 2007.
37. A. Qouneh, C. Li, and T. Li, "A Quantitative Analysis of Cooling Power in Container-Based Data Centers", Proc. IEEE Int'l Symp. Workload Characterization, 2011.
38. "Carbon Taxation and Fiscal Consolidation, The Potential of Carbon Pricing to Reduce Europe's Fiscal Deficits", Report prepared for the European Climate Foundation and Green Budget, http://bit.ly/L7i3td, May 2012.
39. Climate Action Plan Tax, http://bit.ly/XyGk32, June 2010.
40. British Columbia Carbon Tax, http://bit.ly/JLUurv, Feb. 2008.