Weighted principal component analysis-based service selection method for multimedia services in cloud

Computing

Volumn 98, Issue 1-2, 2016, Pages 195-214

  Qi, Lianyong ^a,b   Dou, Wanchun ^b   Chen, Jinjun ^c  

^a QUFU NORMAL UNIVERSITY   (China)

^b NANJING UNIVERSITY   (China)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

Cloud; Multimedia service selection; Principal component analysis; QoS; Weight

Indexed keywords

CLOUDS; PRINCIPAL COMPONENT ANALYSIS; QUALITY OF SERVICE;

CRITERIA FOR EVALUATIONS; ENTERPRISE APPLICATIONS; MULTIMEDIA CONTENTS; SELECTION METHODS; SERVICE SELECTION; WEIGHT; WEIGHTED PRINCIPAL COMPONENT ANALYSIS; WEIGHTING METHODS;

MULTIMEDIA SERVICES;

EID: 84953347638     PISSN: 0010485X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00607-014-0413-x     Document Type: Article

References (26)

1. Wang L, Chen D, Hu Y, Ma Y, Wang J (2013) Towards enabling cyber infrastructure as a service in clouds. Comput Electr Eng 39(1):3–14
2. Wang L, Tao J, Ranjan R, Marten H, Streit A, Chen J, Chen D (2013) G-Hadoop: MapReduce across distributed data centers for data-intensive computing. Future Gener Comput Syst 29(3):739–750
3. Zhang X, Yang T, Liu C, Chen J (2013) A scalable two-phase top-down specialization approach for data anonymization using MapReduce on cloud. IEEE Trans Parallel Distrib Syst. doi:10.1109/TPDS.2013.48
4. Liu C, Chen J, Yang T, Zhang X, Yang C, Ranjan R, Ramamohanarao K (2013) Authorized public auditing of dynamic big data storage on cloud with efficient verifiable fine-grained updates. IEEE Trans Parallel Distrib Syst. doi:10.1109/TPDS.2013.191
5. Dou W, Qi L, Zhang X, Chen J (2013) An evaluation method of outsourcing services for developing an elastic cloud platform. J Supercomput 63(1):1–23
6. Chang S-Y, Lai C-F, Huang Y-M (2012) Dynamic adjustable multimedia streaming service architecture over cloud computing. Comput Commun 35(15):1798–1808
7. Ouyang W (2013) Optimization on multimedia video service in mobile internet environment based on cloud computing. Lecture Notes Electr Eng 226:131–138
8. Islam S, Grégoire J-C (2012) Giving users an edge: a flexible cloud model and its application for multimedia. Future Gener Comput Syst 28(6):823–832
9. https://www.apple.com/itunes/. Accessed 10 Dec 2013
10. Bhargava B (2002) Guest Editorial: Quality of Service in Multimedia Networks. Multimedia Tools and Applications 17(2):151–156
11. Hwang CL, Yoon K (1981) Multiple attribute decision making-method and applications. Springer, New York
12. Chen TY (2012) Comparative analysis of SAW and TOPSIS based on interval-valued fuzzy sets: discussions on score functions and weight constraints. Expert Syst Appl 39(2):1848–1861
13. Lee K-L, Lin S-C (2008) A fuzzy quantified SWOT procedure for environmental evaluation of an international distribution center. Inf Sci 178(2):531–549
14. Sheng-Mei L, Qing-Min M, Zheng-Kun M (2011) A simple additive weighting vertical Handoff algorithm based on SINR and AHP for heterogeneous wireless networks. J Electr Inf Technol 33(1):235–239
15. Klöpper B (2010) Fuyuki Ishikawa and Shinichi Honiden. Service composition with pareto-optimality of time-dependent QoS attributes. International conference on service-oriented computing, pp 635–640
16. Wagner F, Klein A, Klöpper B, Ishikawa F, Honiden S (2012) Multi-objective service composition with time- and input-dependent QoS. IEEE international conference on web services, pp 234–241
17. Luo Y, Fan Y, Wang H (2013) Business correlation-aware modeling and services selection in business service ecosystem. Int J Comput Integr Manuf 26(8):772–785
18. Al-Masri E, Mahmoud QH (2008) Investigating web services on the world wide web. International conference on world wide web, pp 795–804
19. Rodgers JL, Nicewander WA (1988) Thirteen ways to look at the correlation coefficient. Am Stat 42(1):59–66
20. Wold S, Esbensen K, Geladi P (1987) Principal component analysis. Chemom Intell Lab Syst 2(1):37–52
21. Zeng L, Benatallah B, Ngu AHH, Dumas M, Kalagnanam J, Chang H (2004) QoS-aware middleware for web services composition. IEEE Trans Softw Eng 30(5):311–327
22. Kang G, Liu J, Tang M, Cao B (2013) Web service selection algorithm based on principal component analysis. J Electr (China) 30(2):204–212
23. Mabrouk NB, Beauche S, Kuznetsova E, Georgantas N, Issarny V (2009) QoS-aware service composition in dynamic service oriented environments. Lecture Notes Comput Sci 5896:123–142
24. Qi L, Yang R, Lin W, Zhang X, Dou W, Chen J (2010) A QoS-aware web service selection method based on credibility evaluation. International conference on high performance and communications, pp 471–476
25. Barakat L, Miles S, Luck M (2012) Efficient correlation-aware service selection. IEEE International conference on web services, pp 1–8
26. Zheng Z, Zhang Y, Lyu MR (2012) Investigating QoS of real-world web services. IEEE Trans Serv Comput. doi:10.1109/TSC.2012.34