Scaling social media applications into geo-distributed clouds

Proceedings - IEEE INFOCOM

Volumn , Issue , 2012, Pages 684-692

  Wu, Yu ^a   Wu, Chuan ^a   Li, Bo ^b   Zhang, Linquan ^a   Li, Zongpeng ^c   Lau, Francis C M ^a  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^c UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CLOUD SERVICES; DATA CENTERS; DEMAND PREDICTION; DISTRIBUTION ALGORITHMS; DYNAMIC CONTENT; EPIDEMIC MODELS; GEOGRAPHICAL LOCATIONS; GEOGRAPHICAL PROXIMITY; LARGE SCALE EXPERIMENTS; LOOK-AHEAD; MULTIPLE DATA; OFFLINE; ON-LINE CONTENTS; OPTIMAL CONTENT; OPTIMIZATION ALGORITHMS; SOCIAL INFLUENCE; SOCIAL MEDIA; STREAMING APPLICATIONS; USER BEHAVIORS;

ALGORITHMS; BEHAVIORAL RESEARCH; OPTIMIZATION;

ECONOMIC AND SOCIAL EFFECTS;

EID: 84861634944     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.2012.6195813     Document Type: Conference Paper

References (29)

1. B. Rochwerger, D. Breitgand, E. Levy, A. Galis, K. Nagin, I. M. Llorente, R. Montero, Y. Wolfsthal, E. Elmroth, J. Caceres, W. Emmerich, and F. Galan, "The RESERVOIR Model and Architecture for Open Federated Cloud Computing," IBM Journal of Research and Development, vol. 53, no. 4, July 2009.
2. Open Data Center Alliance, http://www.opendatacenteralliance.org.
3. M. Armbrust, A. Fox, R. Grifth, A. D. Joseph, R. Katz, A. Konwinski, G. Lee, D. P. A. Rabkin, I. Stoica, and M. Zaharia, "Above the Clouds: A Berkeley View of Cloud Computing," Technical report, EECS, University of California, Berkeley, 2009.
4. L. M. Vaquero, L. Rodero-Merino, J. Caceres, and M. Lindner, "A Break in the Clouds: Towards a Cloud Definition," ACM SIGCOMM Computer Communication Review, vol. 39, no. 1, pp. 50-55, 2009.
5. M. Hajjat, X. Sun, Y.-W. E. Sung, D. A. Maltz, S. Rao, K. Sripanidkulchai, and M. Tawarmalani, "Cloudward Bound: Planning for Beneficial Migration of Enterprise Applications to the Cloud," in Proc. of ACM SIGCOMM, August 2010.
6. U. Sharma, P. Shenoy, S. Sahu, and A. Shaikh, "A Cost-aware Elasticity Provisioning System for the Cloud," in Proc. of IEEE ICDCS, June 2011.
7. H. Zhang, G. Jiang, K. Yoshihira, H. Chen, and A. Saxena, "Intelligent Workload Factoring for a Hybrid Cloud Computing Model," in Proc. of the International Workshop on Cloud Services (IWCS 2009), June 2009.
8. Y. Wu, C. Wu, B. Li, X. Qiu, and F. C. Lau, "CloudMedia: When Cloud on Demand Meets Video on Demand," in Proc. of IEEE ICDCS, June 2011.
9. H. Li, L. Zhong, J. Liu, B. Li, and K. Xu, "Cost-effective Partial Migration of VoD Services to Content Clouds," in Proc. of IEEE Cloud, June 2011.
10. J. M. Pujol, V. Erramilli, G. Siganos, X. Yang, N. Laoutaris, P. Chhabra, and P. Rodriguez, "The Little Engine(s) That Could: Scaling Online Social Networks," in Proc. of ACM SIGCOMM, August 2010.
11. X. Cheng and J. Liu, "Load-Balanced Migration of Social Media to Content Clouds," in Proc. of ACM NOSSDAV, June 2011.
12. S. Borst, V. Gupta, and A. Walid, "Distributed Caching Algorithms for Content Distribution Networks," in Proc. of IEEE INFOCOM, 2010.
13. J. Liu and B. Li, "A QoS-based Caching and Scheduling Algorithm for Multimedia Objects," Journal of World Wide Web, vol. 7, no. 3, pp. 281-296, September 2004.
14. "Intel Cloud Builders Guide: Cloud Design and Deployment on Intel Platforms," White Paper, 2011.
15. Cloud Computing Definitions, http://csrc.nist.gov/groups/SNS/ cloudcomputing.
16. Amazon Elastic Compute Cloud, http://aws.amazon.com/ec2/.
17. Amazon Simple Storage Service, http://aws.amazon.com/s3/.
18. R. Zhou, S. Khemmarat, and L. Gao, "The Impact of YouTube Recommendation System on Video Views," in Proc. of ACM IMC, November 2010.
19. R. Anderson, Population Dynamics of Infectious Diseases: Theory and Applications. ChapmanandHall,1982.
20. S. Asur, B. A. Huberman, G. Szabo, and C. Wang, "Trends in Social Media : Persistence and Decay," in Proc. of CoRR, 2011.
21. S. Boyd, "Primal and Dual Decomposition," Lecture Notes, EE364b Convex Optimization, Stanford University, http://www.stanford.edu/class/ee364b/ lectures.html.
22. C. H. Papadimitriou and K. Steiglitz, Combinatorial Optimization: Algorithms and Complexity. DoverPublications, 1998.
23. Y. Wu, C. Wu, B. Li, L. Zhang, Z. Li, and F. C. Lau, "Scaling Social Media Applications into Geo-Distributed Clouds," Tech. Rep., http://www.cs.hku.hk/~cwu/papers/scalingsocial.pdf 2011.
24. D. C. Montgomery, E. A. Peck, and G. G. Vining, Introduction to Linear Regression Analysis, Third Edition. JohnWileyandSons, Inc.,2001.
25. Y. Huang, T. Z. J. Fu, D.-M. Chiu, J. C. S. Lui, and C. Huang, "Challenges, Design and Analysis of a Large-Scale P2P-VoD System,"in Proc. of ACM SIGCOMM, August 2008.
26. C. Wu, B. Li, and S. Zhao, "Multi-channel Live P2P Streaming: Refocusing on Servers," in Proc. of IEEE INFOCOM, 2008.
27. "Power-Demand Routing in Massive Geo-Distributed Systems," PhD Thesis submitted to MIT, 2010.
28. R. Kuschnig, I. Kofler, and H. Hellwagner, "Improving Internet Video Streaming Performance by Parallel TCP-based Request-Response Streams," in Proc. of CCNC, January 2010.
29. B. Ribeiro, W. Gauvin, B. Liu, and D. Towsley, "On MySpace Account Spans and Double Pareto-Like Distribution of Friends," in Proc. of IEEE INFOCOM, March 2010.