Efficient virtual machine resource management for media cloud computing

KSII Transactions on Internet and Information Systems

Volumn 8, Issue 5, 2014, Pages 1567-1587

  Hassan, Mohammad Mehedi ^a   Song, Biao ^a   Almogren, Ahmad ^a   Hossain, M Shamim ^a   Alamri, Atif ^a   Alnuem, Mohammed ^a   Monowar, Muhammad Mostafa ^b   Hossain, M Anwar ^a  

^a KING SAUD UNIVERSITY   (Saudi Arabia)

^b KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Composite media service; Linear programming and heuristics; Multimedia cloud; VM resource allocation

Indexed keywords

COMPUTER SIMULATION; COST REDUCTION; INTEGER PROGRAMMING; MULTIMEDIA SERVICES; NATURAL RESOURCES MANAGEMENT; RESOURCE ALLOCATION;

BIN PACKING PROBLEM; COMPOSITE MEDIA; MIXED INTEGER LINEAR PROGRAMMING MODEL; PHYSICAL RESOURCES; RESOURCE ALLOCATION MODEL; RESOURCE MANAGEMENT; RESPONSE TIME REDUCTIONS; SYSTEM UTILIZATION;

QUALITY OF SERVICE;

EID: 84901708218     PISSN: 19767277     EISSN: 22881468     Source Type: Journal    
DOI: 10.3837/tiis.2014.05.004     Document Type: Article

References (40)

1. Zhu, W., Luo, C., Wang, J., Li, S., "Multimedia cloud computing. Signal Processing Magazine, " IEEE, 28(3), 59-69, 2011. Article (CrossRef Link)
2. Amreen, K., Kamal, K., "Mobile cloud computing as a future of mobile multimedia database, " International Journal of Computer Science and Communication, vol. 2, pp. 29-221, 2011.
3. Kumar, K., Lu, Y.H., "Cloud computing for mobile users: Can offloading computation save energy?, " Computer, 43(4), 51-56, 2010. Article (CrossRef Link)
4. Simoens, P., De Turck, F., Dhoedt, B., Demeester, P., "Remote display solutions for mobile cloud computing, " Computer, 44(8), 46-53, 2011. Article (CrossRef Link)
5. Dey, S., "Cloud mobile media: Opportunities, challenges, and directions, " in Proc. of International Conference on Computing Networking and Communications (ICNC) 2012, pp. 929-933, 2012. Article (CrossRef Link)
6. Miao, D., Zhu, W., Luo, C., Chen, C.W., "Resource allocation for cloud-based free viewpoint video rendering for mobile phones, " in Proc. of Proceedings of the 19th ACM international conference on Multimedia, MM '11, ACM, New York, USA, pp. 1237-1240, 2011. Article (CrossRef Link)
7. Shi, S., Jeon, W.J., Nahrstedt, K., "Campbell, R.H.: Real-time remote rendering of 3d video for mobile devices. in Proc. of Proceedings of the 17th ACM international conference on Multimedia, MM '09, ACM, New York, NY, USA, pp. 391-400, 2009. Article (CrossRef Link)
8. Lin, Q., Tretter, D., Liu, J., O'Brien-Strain, E., "Multimedia analysis and composition cloud service, " in Proc. of Proceedings of the Third International Conference on Internet Multimedia Computing and Service, ICIMCS '11, ACM, New York, NY, USA, pp. 55-58, 2011. Article (CrossRef Link)
9. Satyanarayanan, M., Bahl, P., Caceres, R., Davies, N., "The case for vm-based cloudlets in mobile computing, " Pervasive Computing, IEEE, 8(4), 14-23 (2009). Article (CrossRef Link)
10. Tolia, N., Andersen, D., Satyanarayanan, M., "Quantifying interactive user experience on thin clients, " Computer, 39(3), pp. 46-52, 2006. Article (CrossRef Link)
11. Beloglazov, A., Abawajy, J., Buyya, R., "Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing, " Future Generation Computer Systems, 2011. Article (CrossRef Link)
12. Beloglazov, A., Buyya, R., "Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers, " Concurrency Computat., Pract. Exper. 24, 1397-1420, 2012. Article (CrossRef Link)
13. Igo Goiri, Berral, J.L., Fit, J.O., Juli, F., Nou, R., Guitart, J., Gavald, R., Torres, J., "Energy-efficient and multifaceted resource management for profit-driven virtualized data centers, " Future Generation Computer Systems, 2012. Article (CrossRef Link)
14. Stillwell, M., Schanzenbach, D., Vivien, F., Casanova, H., "Resource allocation algorithms for virtualized service hosting platforms, " Journal of Parallel and Distributed Computing, 70(9), pp. 962-974, 2010. Article (CrossRef Link)
15. Aisopos, F., Tserpes, K., Varvarigou, T., "Resource management in software as a service using the knapsack problem model, " International Journal of Production Economics, 2011. Article (CrossRef Link)
16. Nguyen Van, H., Dang Tran, F., Menaud, J.M., "Autonomic virtual resource management for service hosting platforms, " in Proc. of Proceedings of the 2009 ICSE Workshop on Software Engineering Challenges of Cloud Computing, CLOUD '09, Washington DC, USA, pp. 1-8, 2009. Article (CrossRef Link)
17. Lin, W., Qi, D., "Research on resource self-organizing model for cloud computing, in Proc. of 2010 International Conference on Internet Technology and Applications, pp. 1-5, 2010. Article (CrossRef Link)
18. Teng, F., Magoule, s. F., "Resource pricing and equilibrium allocation policy in cloud computing, " in Proc. of 2010 IEEE 10th International Conference on Computer and Information Technology (CIT), pp. 195-202, 2010. Article (CrossRef Link)
19. Wei, G., V., V.A., Yao, Z., Xiong, N., "A game-theoretic method of fair resource allocation for cloud computing services, " J. Supercomput, 54, pp. 252-269, 2010. Article (CrossRef Link)
20. Hassan, M.M., Hossain, M., Sarkar, A., Huh, E.N., "Cooperative game-based distributed resource allocation in horizontal dynamic cloud federation platform, " Information Systems Frontiers, pp. 1-20, 2012. Article (CrossRef Link)
21. Berral, J. L., Gavalda, R., & Torres, J., "Adaptive scheduling on power-aware managed data-centers using machine learning, " in Proc. of Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing, IEEE Computer Society, pp. 66-73, 2011. Article (CrossRef Link)
22. Younge, A. J., Von Laszewski, G., Wang, L., Lopez-Alarcon, S., & Carithers, W., "Efficient resource management for cloud computing environments, " in Proc. of IEEE Green Computing Conference, pp. 357-364, 2010. Article (CrossRef Link)
23. Sembiring, K., & Beyer, A., "Dynamic resource allocation for cloud-based media processing, " in Proc. of Proceeding of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, ACM, pp. 49-54, 2013. Article (CrossRef Link)
24. Nan, X., He, Y., & Guan, L., "Optimal resource allocation for multimedia application providers in multi-site cloud, " in Proc. of 2013 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, pp. 449-452, 2013. Article (CrossRef Link)
25. Nan, X., He, Y., Guan, L., "Optimal resource allocation for multimedia cloud based on queuing model, " in Proc. of 2011 IEEE 13th International Workshop on Multimedia Signal Processing (MMSP), pp. 1-6, 2011. Article (CrossRef Link)
26. Nan, X., He, Y., Guan, L., "Optimal allocation of Virtual Machines for cloud-based multimedia applications, " in Proc. of 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP), pp. 175-180, 2012. Article (CrossRef Link)
27. Nan, X., He, Y., Guan, L., "Optimal resource allocation for multimedia cloud in priority service scheme, " in Proc. of 2012 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1111-1114, 2012. Article (CrossRef Link)
28. Wen, H., Hai-ying, Z., Chuang, L., Yang, Y., "Effective load balancing for cloud-based multimedia system, " in Proc. of 2011 International Conference on Electronic and Mechanical Engineering and Information Technology (EMEIT), vol. 1, pp. 165-168, 2011. Article (CrossRef Link)
29. Kou, L.T., Markowsky, G., "Multidimensional bin packing algorithms, " IBM J. Res., Dev. 21, pp. 443-448, 1977. Article (CrossRef Link)
30. Calyam, P., Patali, R., Berryman, A., Lai, A.M., Ramnath, R., "Utility directed resource allocation in virtual desktop clouds, " Comput. Netw., 55, 4112-4130, 2011. Article (CrossRef Link)
31. Lai, G., Song, H., Lin, X., "A service based light weight desktop virtualization system, " in Proc. of 2010 International Conference on Service Sciences (ICSS), pp. 277-282, 2010. Article (CrossRef Link)
32. Chen, G., He, W, B., Liu, J., Nath, S., and Leonidas, R., Lin, X., Feng, Z., "Energy-aware server provisioning and load dispatching for connection-intensive internet services, " in Proc. of Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation, vol. 5, pp. 337-350, 2008
33. Xiao, Z., Song, W, J., Chen, Qi., "Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment, " in Proc. of IEEE Transactions on Parallel and Distributed Systems, vol. 24, number. 6, pp. 1107-1117, 2013. Article (CrossRef Link)
34. Bisection Method. http://en.wikipedia.org/wiki/Bisection_method. Access date: 2013
35. Haskell., Barry, G., "Digital video: an introduction to MPEG-2, " Publisher: Kluwer Academic Pub, 1997
36. Mitchell, Joan, L., "MPEG video compression standard, " Publisher: Kluwer Academic Pub, 1996
37. Hossain, M. S., Hassan, M. M., Qurishi, M. A., and Alghamdi, A., "Resource allocation for service composition in cloud-based video surveillance platform, " in Proc. of IEEE International Conference on Multimedia and Expo Workshops (ICMEW), pp. 408-412, 2012. Article (CrossRef Link)
38. Ouyang, Z., Xu, L., Ramamurthy, B., "Diverse community: Demand differentiation in P2P live streaming, " Peer-to-Peer Networking and Applications, 4(1), pp. 23-36, 2011. Article (CrossRef Link)
39. Zhou, L., Chen, M., Qian, Y., Chen, H., "Fairness Resource Allocation in Blind Wireless Multimedia Communications, " IEEE Transaction on Multimedia, 15(4), pp. 946-956, 2013. Article (CrossRef Link)
40. Louvel, M., Plantec, A., Babau, J. P., "Resource management for multimedia applications, distributed in open and heterogeneous home networks, " Journal of Systems Architecture, 59(3), pp. 121-134, 2013. Article (CrossRef Link)