Intelligent workload factoring for a hybrid cloud computing model

SERVICES 2009 - 5th 2009 World Congress on Services

Volumn , Issue PART 1, 2009, Pages 701-708

  Zhang, Hui ^a   Jiang, Guofei ^a   Yoshihira, Kenji ^a   Chen, Haifeng ^a   Saxena, Akhilesh ^a  

^a NEC LABORATORIES AMERICA   (United States)

Author keywords

Cloud computing; Load balancing; Randomized algorithms; Workload management

Indexed keywords

APPLICATION DATA; CLOUD COMPUTING; CORE TECHNOLOGY; DATA CENTERS; DATA CONTENTS; DATA ITEMS; DETECTION ALGORITHM; ENTERPRISE CUSTOMERS; INTERNET-BASED APPLICATIONS; RANDOMIZED ALGORITHMS; WORKLOAD MANAGEMENT;

COMPUTER SCIENCE;

EID: 72849118793     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SERVICES-I.2009.26     Document Type: Conference Paper

References (28)

1. "Amazon web services," http://aws.amazon.com/.
2. "Google app engine," http://code.google.com/appengine/.
3. "Youtube," http://www.youtube.com.
4. "Gigaspaces," http://www.gigaspaces.com.
5. "Yahoo! video," http://video.yahoo.com.
6. "ComScore Video Metrix report: U.S. Viewers Watched an Average of 3 Hours of Online Video in July," http://www.comscore.com/press/release.asp? press=1678, July 2007. [Online]. Available: http://www.comscore.com/press/ release.asp?press=1678
7. X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng, and K. Yoshihira, "Measurement, modeling, and analysis of internet video sharing site workload: A case study," in ICWS '08: Proceedings of the 2008 IEEE International Conference on Web Services. Washington, DC, USA: IEEE Computer Society, 2008, pp. 278-285.
8. M. Harchol-Balter, M. E.Crovella, and C. D. Murta, "On choosing a task assignment policy for a distributed server system," pp. 231 - 242, 1998.
9. G. Karypis and V. Kumar, "Multilevel k-way hypergraph partitioning," in DAC '99: Proceedings of the 36th ACM/IEEE conference on Design automation. New York, NY, USA: ACM, 1999, pp. 343-348.
10. "Darwin streaming server," http://developer.apple.com/darwin/ projects/streaming/.
11. M. Arregoces and M. Portolani, Data Center Fundamentals. Cisco Press, 2003.
12. "openrtsp," http://www.live555.com/openRTSP/.
13. R. Pan, B. Prabhakar, and K. Psounis, "Choke - a stateless active queue management scheme for approximating fair bandwidth allocation," in INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, vol. 2, 2000, pp. 942-951 vol.2. [Online]. Available: http://dx.doi.org/10.1109/INFCOM.2000.832269
14. F. Hao, M. Kodialam, T. V. Lakshman, and H. Zhang, "Fast payload-based flow estimation for traffic monitoring and network security," in ANCS '05: Proceedings of the 2005 ACM symposium on Architecture for networking and communications systems. New York, NY, USA: ACM, 2005, pp. 211-220.
15. "Amazon," http://aws.amazon.com/cloudfront/.
16. "Vmware cloud vservices," http://www.vmware.com/technology/ virtual-datacenter-os/cloud-vservices/.
17. M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. H. Katz, A. Konwinski, G. Lee, D. A. Patterson, A. Rabkin, I. Stoica, and M. Zaharia, "Above the clouds: A berkeley view of cloud computing," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2009-28, Feb 2009.
18. A. K. Iyengar, M. S. Squillante, and L. Zhang, "Analysis and characterization of large-scale web server access patterns and performance," World Wide Web, vol. 2, no. 1-2, pp. 85-100, 1999.
19. Q. Wang, D. Makaroff, H. K. Edwards, and R. Thompson, "Workload characterization for an e-commerce web site," in CASCON '03: Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research. IBM Press, 2003, pp. 313-327.
20. E. Casalicchio, V. Cardellini, and M. Colajanni, "Content-aware dispatching algorithms for cluster-based web servers," Cluster Computing, vol. 5, no. 1, pp. 65-74, 2002.
21. * web caching algorithm: Exploiting the two sources of temporal locality in web request streams," in In Proceedings of the 5th International Web Caching and Content Delivery Workshop, 2000, pp. 174-183.
22. A. Wolman, M. Voelker, N. Sharma, N. Cardwell, A. Karlin, and H. M. Levy, "On the scale and performance of cooperative web proxy caching," SIGOPS Oper. Syst. Rev., vol. 33, no. 5, pp. 16-31, 1999.
23. A. Kumar, M. Sung, J. Xu, and J. Wang, "Data streaming algorithms for efficient and accurate estimation of flow distribution," in Proc. of ACM SIGMETRICS, Jun. 2004, to appear.
24. N. G. Duffield and M. Grossglauser, "Trajectory sampling for direct traffic observation," SIGCOMM Comput. Commun. Rev., vol. 30, no. 4, pp. 271-282, 2000.
25. A. Manjhi, V. Shkapenyuk, K. Dhamdhere, and C. Ol-ston, "Finding (recently) frequent items in distributed data streams," in ICDE '05: Proceedings of the 21st International Conference on Data Engineering. Washington, DC, USA: IEEE Computer Society, 2005, pp. 767-778.
26. C. Hoffa, G. Mehta, T. Freeman, E. Deelman, K. Keahey, B. Berriman, and J. Good, "On the use of cloud computing for scientific workflows," in ESCIENCE '08: Proceedings of the 2008 Fourth IEEE International Conference on eScience. Washington, DC, USA: IEEE Computer Society, 2008, pp. 640-645.
27. R. Buyya, C. S. Yeo, and S. Venugopal, "Market-oriented cloud computing: Vision, hype, and reality for delivering it services as computing utilities," in HPCC '08: Proceedings of the 2008 10th IEEE International Conference on High Performance Computing and Communications. Washington, DC, USA: IEEE Computer Society, 2008, pp. 5-13.
28. L. Gao, M. Dahlin, A. Nayate, J. Zheng, and A. Iyengar, "Application specific data replication for edge services," in Proceedings of the 2003 International World Wide Web, May 2003.