Hierarchical virtual machine consolidation in a cloud computing system

IEEE International Conference on Cloud Computing, CLOUD

Volumn , Issue , 2013, Pages 196-203

  Hwang, Inkwon ^a   Pedram, Massoud ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Cloud computing; multi capacity bin packing; portfolio effect; stochastic; virtual machine

Indexed keywords

BIN PACKING; BIN PACKING PROBLEM; HIGH-QUALITY SOLUTIONS; PERFORMANCE BOTTLENECKS; PORTFOLIO EFFECT; STOCHASTIC; VIRTUAL MACHINE CONSOLIDATIONS; VIRTUAL MACHINES;

BINS; CLOUD COMPUTING; COMPUTER SIMULATION; ELECTRIC UTILITIES; ENERGY EFFICIENCY; ENERGY UTILIZATION; HEURISTIC METHODS; PROBLEM SOLVING; RANDOM VARIABLES; STOCHASTIC SYSTEMS;

COMPUTER SYSTEMS;

EID: 84897692153     PISSN: 21596182     EISSN: 21596190     Source Type: Conference Proceeding    
DOI: 10.1109/CLOUD.2013.79     Document Type: Conference Paper

References (19)

1. Fehrenbacher, K. (2012) The era of the 100 MW data center.
2. Cook, G. and Horn, J. V. (2011) How dirty is your data. A Look at the Energy Choices That Power Cloud Computing.
3. Barroso, L. A. and Holzle, U. (2007) The case for energy-proportional computing. Computer. 40(12) 33-37.
4. Mehta, S. and Neogi, A. (2008) Recon: A tool to recommend dynamic server consolidation in multi-cluster data centers. Network Operations and Management Symposium, 2008. NOMS 2008. IEEE. IEEE.
5. Christopher, C., Keir, F., Steven, H., Jacob Gorm, H., Eric, J., Christian, L., Ian, P. and Andrew, W. (2005) Live migration of virtual machines. Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation-Volume 2 USENIX Association.
6. Jon, K., Yuval, R. and va, T. (2000) Allocating Bandwidth for Bursty Connections. SIAM J. Comput. 30(1) 191-217.
7. Meng, W., Xiaoqiao, M. and Li, Z. (2011) Consolidating virtual machines with dynamic bandwidth demand in data centers. INFOCOM, 2011 Proceedings IEEE.
8. Ming, C., Hui, Z., Ya-Yunn, S., Xiaorui, W., Guofei, J. and Yoshihira, K. (2011) Effective VM sizing in virtualized data centers. Integrated Network Management (IM), 2011 IFIP/IEEE International Symposium on.
9. Akshat, V., Gargi, D., Tapan Kumar, N., Pradipta, D. and Ravi, K. (2009) Server workload analysis for power minimization using consolidation. Proceedings of the 2009 conference on USENIX Annual technical conference USENIX Association.
10. Xiaoqiao, M., Canturk, I., Jeffrey, K., Li, Z., Eric, B. and Dimitrios, P. (2010) Efficient resource provisioning in compute clouds via VM multiplexing. Proceedings of the 7th international conference on Autonomic computing ACM.
11. Breitgand, D. and Epstein, A. (2012) Improving consolidation of virtual machines with risk-aware bandwidth oversubscription in compute clouds. INFOCOM, 2012 Proceedings IEEE.
12. Billingsley, P. (2012) Probability and Measure Wiley.
13. Rudd, A. and Clasing, H. K. (1988) Modern portfolio theory: the principles of investment management Andrew Rudd.
14. Hwang, I. and Pedram, M. (2012) Portfolio Theory-Based Resource Assignment in a Cloud Computing System. Cloud Computing (CLOUD), 2012 IEEE 5th International Conference on.
15. Cormen, T. H., Leiserson, C. E., Rivest, R. L. and Stein, C. (2001) Introduction To Algorithms MIT Press.
16. Nilabja, R., John, S. K., Nishanth, S., Gautam, B. and Douglas, C. S. (2008) Toward Effective Multi-Capacity Resource Allocation in Distributed Real-Time and Embedded Systems. Proceedings of the 2008 11th IEEE Symposium on Object Oriented Real-Time Distributed Computing, IEEE Computer Society.
17. William, L., George, K. and Vipin, K. (1999) Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. Proceedings of the 1999 International Conference on Parallel Processing IEEE Computer Society.
18. Rebonato, R. and Jäckel, P. (2000) The most general methodology for creating a valid correlation matrix for risk management and option pricing purposes. Journal of Risk.
19. Christopher, C. S., Cim and B. L. G. (1983) Optimization by simulated annealing: A preliminary computational study for the TSP. Proceedings of the 15th conference on Winter Simulation-Volume 2 IEEE Press.