Practical resource provisioning and caching with dynamic resilience for cloud-based content distribution networks

IEEE Transactions on Parallel and Distributed Systems

Volumn 25, Issue 8, 2014, Pages 2169-2179

  Hu, Menglan ^a   Luo, Jun ^a   Wang, Yang ^b   Veeravalli, Bharadwaj ^c  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b UNIVERSITY OF NEW BRUNSWICK   (Canada)

^c NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Cloud computing; content distribution; replica placement; request routing; resource provisioning

Indexed keywords

CLOUD COMPUTING; COSTS;

CACHING ALGORITHM; CONTENT DISTRIBUTION; CONTENT DISTRIBUTION NETWORKS; EVALUATION RESULTS; ITERATIVE HEURISTICS; REPLICA PLACEMENT; REQUEST ROUTING; RESOURCE PROVISIONING;

ALGORITHMS;

EID: 84904634156     PISSN: 10459219     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPDS.2013.287     Document Type: Article

References (21)

1. Amazon Elastic Compute Cloud. [Online]. Available: http://aws.amazon.com/ ec2/.
2. "Four Reasons We Choose Amazon's Cloud as Our Computing Platform, " The Netflix "Tech" Blog, , Dec. 2010.
3. F. Chen, K. Guo, J. Lin, and T. La Porta, "Intra-Cloud Lightning: Building CDNs in the Cloud, " in Proc. IEEE INFOCOM, 2012, pp. 433-411.
4. F. Wang, J. Liu, and M. Chen, "CALMS: Cloud-Assisted Live Media Streaming for Globalized Demands with Time/Region Diversities, " in Proc. IEEE INFOCOM, 2012, pp. 199-207.
5. Y. Wu, C. Wu, B. Li, L. Zhang, Z. Li, and F.C.M. Lau, "Scaling Social Media Applications Into Geo-Distributed Clouds, " in Proc. IEEE INFOCOM, 2012, pp. 684-692.
6. B. Li, M. Golin, G. Italiano, and X. Deng, "On the Optimal Placement of Web Servers in the Internet, " in Proc. IEEE INFOCOM, 1999, pp. 1282-1290.
7. P. Krishnan, D. Raz, and Y. Shavitt, "The Cache Location Problem, " IEEE/ACM Trans. Netw., vol. 8, no. 5, pp. 568-582, Oct. 2000. (Pubitemid 33777796)
8. K. Kalpakis, K. Dasgupta, and O. Wolfson, "Optimal Placement of Replicas in Trees with Read, Write, and Storage Costs, " IEEE Trans. Parallel Distrib. Syst., vol. 12, no. 6, pp. 628-637, June 2001. (Pubitemid 32611068)
9. S. Borst, V. Gupta, and A. Walid, "Distributed Caching Algorithms for Content Distribution Networks, " in Proc. IEEE INFOCOM, 2010, pp. 1-9.
10. D. Niu, H. Xu, B. Li, and S. Zhao, "Quality-Assured Cloud Bandwidth Auto-Scaling for Video-on-Demand Applications, " in Proc. IEEE INFOCOM, 2012, pp. 460-468.
11. J. Dai, Z. Hu, B. Li, J. Liu, and B. Li, "Collaborative Hierarchical Caching with Dynamic Request Routing for Massive Content Distribution, " in Proc. IEEE INFOCOM, 2012, pp. 2444-2457.
12. Z. Shen, J. Luo, R. Zimmermann, and A.V. Vasilakos, "Peer-to-Peer Media Streaming: Insights and New Developments, " Proc. IEEE, vol. 99, no. 12, pp. 2089-2109, Dec. 2011.
13. D. Applegate, A. Archer, V.G.S. Lee, and K. Ramakrishnan, "Optimal Content Placement for a Large-Scale VoD System, " in Proc. ACM Int'l CoNEXT, 2010, p. 4.
14. G. Gursun, M. Crovella, and I. Matta, "Describing and Forecasting Video Access Patterns, " in Proc. IEEE INFOCOM Mini-Conf., 2011, pp. 16-20.
15. X. Tang and J. Xu, "QoS-Aware Replica Placement for Content Distribution, " IEEE Trans. Parallel Distrib. Syst., vol. 16, no. 10, pp. 921-932, Oct. 2005. (Pubitemid 41529408)
16. G. Rodolakis, S. Siachalou, and L. Georgiadis, "Replicated Server Placement with QoS Constraints, " IEEE Trans. Parallel Distrib. Syst., vol. 17, no. 10, pp. 1151-1162, Oct. 2006. (Pubitemid 46445199)
17. V. Chvatal, "A Greedy Heuristic for the Set-Covering Problem, " Math. Oper. Res., vol. 4, no. 3, pp. 233-235, 1979.
18. M. Hefeeda and O. Saleh, "Traffic Modeling and Proportional Partial Caching for Peer-to-Peer Systems, " IEEE/ACM Trans. Netw., vol. 16, no. 6, pp. 1447-1460, Dec. 2008.
19. W.A. Massey, G.A. Parker, and W. Whitt, "Estimating the Parameters of a Nonhomogeneous Poisson Process with Linear Rate, " Telecommun. Syst., vol. 5, no. 2, pp. 361-388, 1996.
20. R.M. Karp, "Reducibility Among Combinatorial Problems 50 Years of Integer Programming 1958-2008. New York, NY, USA: Springer-Verlag, 2010, pp. 219-241.
21. G. Juve, E. Deelman, K. Vahi, G. Mehta, B. Berriman, B.P. Berman, and P. Maechling, "Data Sharing Options for Scientific Workflows on Amazon EC2, " in Proc. ACM/IEEE Int'l Conf. High Perform. Comput., Netw., Storage Anal., 2010, pp. 1-9.