User-side cloud service management: State-of-the-art and future directions

Journal of Network and Computer Applications

Volumn 55, Issue , 2015, Pages 108-122

  Rehman, Zia Ur ^a   Hussain, Omar Khadeer ^b   Hussain, Farookh Khadeer ^c  

^a Development Studies   (Pakistan)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

Cloud computing; Cloud service management; Cloud service monitoring; Cloud services; QoS prediction

Indexed keywords

CLOUD COMPUTING; DECISION MAKING; DISTRIBUTED DATABASE SYSTEMS; QUALITY OF SERVICE; WEB SERVICES;

CLOUD INFRASTRUCTURES; CLOUD SERVICE MANAGEMENTS; CLOUD SERVICES; QOS PREDICTIONS; RESOURCE UTILIZATIONS; SERVER CONSOLIDATION; TRADITIONAL COMPUTING; VIRTUALIZED RESOURCES;

INTEROPERABILITY;

EID: 84930947875     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2015.05.007     Document Type: Article

References (83)

1. I. Abbadi Clouds' infrastructure taxonomy, properties, and management services A. Abraham, J. Mauri, J. Buford, J. Suzuki, S. Thampi, Advances in computing and communications 2011 Springer Berlin, Heidelberg 406 420
2. G. Aceto, A. Botta, W. de Donato, and A. Pescapè Cloud monitoring a survey Comput Netw 57 9 2013 2093 2115
3. Akolkar R, Chefalas T, Laredo J, Perng C-S, Sailer A, Schaffa F, et al. The future of service marketplaces in the cloud. In: IEEE eighth world congress on services. Honolulu, USA: IEEE; 2012. p. 262-9.
4. H.M. Alabool, and A.K. Mahmood Trust-based service selection in public cloud computing using fuzzy modified VIKOR method Aust J Basic Appl Sci 7 9 2013 211 220
5. M. Avram Advantages and challenges of adopting cloud computing from an enterprise perspective Proc Technol 12 2014 529 534
6. Baun C, Kunze M. Performance measurement of a private cloud in the OpenCirrusTM testbed. In: Euro-Par 2009 parallel processing workshops. Lecture notes in computer science LNCS, vol. 6043. Berlin, Heidelberg: Springer-Verlag; 2010. p. 434-43.
7. Baun C, Kunze M. The KOALA cloud management service a modern approach for cloud infrastructure management. In: Proceedings of the first international workshop on cloud computing platforms, Salzburg, Austria. New York: ACM; 2011.
8. Baun C, Kunze M, Mauch V. The KOALA cloud manager: cloud service management the easy way. In: IEEE fourth international conference on cloud computing. Washington: IEEE; 2011. p. 744-5.
9. R. Boutaba, Q. Zhang, and M.F. Zhani Virtual machine migration in cloud computing environments H.T. Mouftah, B. Kantarci, Communication infrastructures for cloud computing 2014 IGI Global Hershey 383 408 Ch. 17
10. Cerbelaud D, Garg S, Huylebroeck J. Opening the clouds: qualitative overview of the state-of-the-art open source VM-based cloud management platforms. In: Proceedings of the 10th ACM/IFIP/USENIX international conference on middleware. New York, Inc.: Springer-Verlag; 2009. p. 22:1-8.
11. V. Chang, R.J. Walters, and G. Wills The development that leads to the cloud computing business framework Int J Inf Manag 33 3 2013 524 538
12. Chen L, Feng Y, Wu J, Zheng Z. An enhanced QoS prediction approach for service selection. In: IEEE international conference on services computing, no. 3. Washington, DC, USA: IEEE; 2011. p. 727-8.
13. Chen C, Yan S, Zhao G, Lee BS, Singhal S. A systematic framework enabling automatic conflict detection and explanation in cloud service selection for enterprises. In: IEEE fifth international conference on cloud computing. Honolulu, Hawaii, USA: IEEE Computer Society; 2012. p. 883-90.
14. S. Clayman, G. Alex, C. Chapman, G. Toffetti, L. Rodero-Merino, and L.M. Vaquero Monitoring service clouds in the future internet G. Tselentis, A. Galis, A. Gavras, S. Krco, V. Lotz, E. Simperl, B. Stiller, T. Zahariadis, Toward the future internet (emerging trends from European research 2010 IOS Press Amsterdam 115 126
15. N. Cook, D. Milojicic, and V. Talwar Cloud management J Internet Serv Appl 3 1 2011 67 75
16. de Chaves SA, Uriarte RB, Westphall CB. Toward an architecture for monitoring private clouds. IEEE Commun Mag 2011;130-7.
17. El-Gazzar R. A literature review on cloud computing adoption issues in enterprises. In: Creating value for all through IT (IFIP advances in information and communication technology), vol. 429; 2014. p. 214-42.
18. K. Fatema, V.C. Emeakaroha, P.D. Healy, J.P. Morrison, and T. Lynn A survey of cloud monitoring tools taxonomy, capabilities and objectives J Parallel Distrib Comput 74 10 2014 2918 2933
19. Fehling C, Leymann F, Ruehl ST, Rudek M, Verclas S. Service migration patterns - decision support and best practices for the migration of existing service-based applications to cloud environments. In: IEEE sixth international conference on service-oriented computing and applications. Koloa, HI, USA: IEEE; 2013. p. 9-16.
20. Filepp R, Shwartz L. Image selection as a service for cloud computing environments. In: IEEE international conference on service-oriented computing and applications (SOCA), 2010, Perth, WA, Australia. Washington DC: IEEE; 2010. p. 1-8.
21. Garg SK, Versteeg S, Buyya R. SMICloud: a framework for comparing and ranking cloud services. In: The fourth IEEE international conference on utility and cloud computing, Victoria, NSW, Australia. Washington DC: IEEE; 2011. p. 210-8.
22. S.K. Garg, S. Versteeg, and R. Buyya A framework for ranking of cloud computing services Future Gener Comput Syst 29 4 2013 1012 1023
23. Godse M, Mulik S. An approach for selecting software-as-a-service (SaaS) product. In: IEEE international conference on cloud computing, Bangalore, India. Washington DC: IEEE Computer Society; 2009. p. 155-8.
24. Gogouvitis S, Katsaros G. Retrieving, storing, correlating and distributing information for cloud management. In: GECON 2012, Lecture notes in computer science, vol. 7714; 2012. p. 114-24.
25. Han S, Hassan MM, Yoon C, Huh E-N. Efficient service recommendation system for cloud computing market. In: Proceedings of the second international conference on interaction sciences information technology. Culture and human - ICIS '09, Seoul, Korea. New York: ACM Press; 2009a. p. 839-45.
26. Han S, Hassan MM, Yoon C. Efficient service recommendation system for cloud. In: Grid and distributed computing (communications in computer and information science), vol. 63; 2009b. p. 117-24.
27. L. Heilig, and S. Voss A scientometric analysis of cloud computing literature IEEE Trans Cloud Comput 2 3 2014 266 278
28. J. Holmes, and W. Moriarty Application of the generalized Pareto distribution to extreme value analysis in wind engineering J Wind Eng Ind Aerodyn 83 1-3 1999 1 10
29. O.K. Hussain, Z. ur Rahman, F.K. Hussain, J. Singh, N.K. Janjua, and E. Chang A user-based early warning service management framework in cloud computing Comput J 58 3 2015 472 496
30. A. Innocent Cloud infrastructure service management - a review Int J Comput Sci Issues 9 2 2012 287 292
31. Iosup A, Yigitbasi N, Epema D. On the performance variability of production cloud services. In: The 11th IEEE/ACM international symposium on cluster, cloud and grid computing. Newport Beach, CA, USA: IEEE; 2011. p. 104-13.
32. Kaisler S, Money W. Service migration in a cloud architecture. In: Proceedings of the 44th Hawaii international conference on system sciences. Hawaii, USA: IEEE; 2011. p. 1-10.
33. Kamel A, Al-Fuqaha A, Kountanis D, Khalil I. Towards a client-side QoS monitoring and assessment using generalized pareto distribution in a cloud-based environment. In: IEEE wireless communications and networking conference workshops (WCNCW), Shanghai, Chaina. Washington DC: IEEE; 2013. p. 123-8.
34. Kang J, Sim KM. Cloudle: a multi-criteria cloud service search engine. In: IEEE asia-pacific services computing conference, Hangzhou, China. Washington DC:IEEE Computer Society; 2010. p. 339-46.
35. Kang J, Sim KM. Towards agents and ontology for cloud service discovery. In: International conference on cyber-enabled distributed computing and knowledge discovery, Beijing, China. Washington DC: IEEE Computer Society; 2011a. p. 483-90.
36. Kang J, Sim K. Ontology and search engine for cloud computing system. In: System science and engineering (ICSSE), Macau, China; 2011b. p. 276-81.
37. Kapil D, Pilli E, Joshi R. Live virtual machine migration techniques: survey and research challenges. In: IEEE third international advance computing conference (IACC), Ghaziabad, India. Washington DC: IEEE; 2013. p. 963-9.
38. Khajeh-Hosseini A, Greenwood D, Sommerville I. Cloud migration: a case study of migrating an enterprise IT system to IaaS. In: IEEE third international conference on cloud computing. Miami, FL, USA: IEEE; 2010. p. 450-7.
39. M. Khezrian, W. Kadir, M. Wan, S. Ibrahim, and A. Kalantari Service selection based on VIKOR method Int J Res Rev Comput Sci 2 5 2011 1182 1186
40. D. Kourtesis, J.M. Alvarez-Rodríguez, and I. Paraskakis Semantic-based QoS management in cloud systems current status and future challenges Future Gener Comput Syst 32 2014 307 323
41. Lecznar M, Patig S. Cloud computing providers: characteristics and recommendations. in: E-technologies: transformation in a connected world. Lecture notes in business information processing, vol. 78. Springer-Verlag; 2011. p. 32-45.
42. Li A, Yang X, Kandula S, Zhang M. CloudCmp: shopping for a cloud made easy. In: Proceedings of the second USENIX conference on hot topics in cloud computing. Berkeley, CA, USA: USENIX Association; 2010. p. 5.
43. Li A, Yang X, Kandula S, Zhang M. CloudCmp: comparing public cloud providers. In: Proceedings of the 10th annual conference on internet measurement. ACM; 2010. p. 1-14.
44. A. Li, X. Yang, S. Kandula, and M. Zhang Comparing public-cloud providers IEEE Internet Comput 15 2 2011 50 53
45. Li A, Zong X, Kandula S, Yang X, Zhang M. CloudProphet: towards application performance prediction in cloud. In: Proceedings of the ACM SIGCOMM 2011 conference, Ontario, Canada. New York: ACM; 2011. p. 426-7.
46. Liu X, Xia C, Wei Z, Sun X, Zhan Z. Optimal service selection based on business for cloud computing. In: International conference on cloud and service computing, Beijing, China. Washington DC: IEEE; 2013. p. 92-7.
47. Lonea A, Popescu D, Prostean O. A survey of management interfaces for eucalyptus cloud. In: The seventh IEEE international symposium on applied computational intelligence and informatics (SACI), Timisoara, Romania. Washington DC: IEEE; 2012. p. 261-6.
48. J.L. Lucas-Simarro, R. Moreno-Vozmediano, R.S. Montero, and I.M. Llorente Scheduling strategies for optimal service deployment across multiple clouds Future Gener Comput Syst 29 6 2013 1431 1441
49. S.S. Manvi, and G. Krishna Shyam Resource management for Infrastructure as a Service (IaaS) in cloud computing a survey J Netw Comput Appl 41 2014 424 440
50. L. Mao, Y. Yang, H. Xu, and Y. Chen Service selection algorithm based on constraint for cloud workflow system J Softw 8 5 2013 1124 1132
51. S. Marston, Z. Li, S. Bandyopadhyay, J. Zhang, and A. Ghalsasi Cloud computing - the business perspective Decis Support Syst 51 1 2011 176 189
52. B. Martens, and F. Teuteberg Decision-making in cloud computing environments a cost and risk based approach Inf Syst Front 14 4 2011 871 893
53. M. Mazzucco, and D. Dyachuk Optimizing cloud providers revenues via energy efficient server allocation Sustain Comput: Informatics Syst 2 1 2012 1 12
54. Menychtas A, Gatzioura A, Varvarigou T. A business resolution engine for cloud marketplaces. In: IEEE third international conference on cloud computing technology and science. Athens, Greece: IEEE; 2011. p. 462-9.
55. Moltkau B, Thoss Y, Schill A, Rt LS. Managing the cloud service lifecycle from the user's view. In: The third international conference on cloud computing and services science, CLOSER 2013. Aachen, Germany: Scitepress; 2013. p. 215-9.
56. J. Montes, A. Sánchez, B. Memishi, M.S. Pérez, and G. Antoniu GMonE a complete approach to cloud monitoring Future Gener Comput Syst 29 8 2013 2026 2040
57. Nagin K, Hadas D, Dubitzky Z, Glikson A, Loy I, Rochwerger B, et al. Inter-cloud mobility of virtual machines. In: Proceedings of the fourth annual international conference on systems and storage. New York, NY, USA: ACM Press; 2011.
58. A. Najjar, X. Serpaggi, C. Gravier, and O. Boissier Survey of elasticity management solutions in cloud computing Z. Mahmood, Continued rise of the cloud, computer communications and networks, computer communications and networks 2014 Springer London 235 263 (Chapter 10)
59. G. Nie, Q. She, and D. Chen Evaluation index system of cloud service and the purchase decision-making process based on AHP L. Jiang, Proceedings of the 2011 international conference on informatics, cybernetics, and computer engineering (ICCE2011), Advances in intelligent and soft computing vol. 2009 2012 Springer-Verlag Melbourne, Australia 345 352
60. M. Ouedraogo, and H. Mouratidis Selecting a cloud service provider in the age of cybercrime Comput Secur 38 2013 3 13
61. Pacheco-Sanchez S, Casale G, Scotney B, McClean S, Parr G, Dawson S. Markovian workload characterization for QoS prediction in the cloud. In: IEEE fourth international conference on cloud computing. Washington, DC, USA: IEEE; 2011. p. 147-54.
62. N. Palhares, S.R. Lima, and P. Carvalho A multidimensional model for monitoring cloud services A. Rocha, A.M. Correia, T. Wilson, K.A. Stroetmann, Advances in information systems and technologies, Advances in intelligent systems and computing vol. 206 2013 Springer Berlin Heidelberg, Berlin, Heidelberg 931 938
63. Qian H, Zu H, Cao C, Wang Q. CSS: facilitate the cloud service selection in IaaS platforms. in: International conference on collaboration technologies and systems (CTS), San Diego, CA, USA. Washington DC: IEEE; 2013. p. 347-54.
64. Qu L, Wang Y, Orgun Ma. Cloud service selection based on the aggregation of user feedback and quantitative performance assessment. In: IEEE international conference on services computing, Santa Clara, USA. Washington DC: IEEE; 2013. p. 152-9.
65. Rehman Z, Hussain F, Hussain O. Towards multi-criteria cloud service selection. In: The fifth international conference on innovative mobile and internet services in ubiquitous computing, Seoul, Korea. Washington DC: IEEE; 2011. p. 44-8.
66. Rehman Z, Hussain OK, Parvin S. A framework for user feedback based cloud service monitoring. In: The sixth international conference on complex, intelligent, and software intensive systems (CISIS-2012), Palermo, Italy. Washington DC: IEEE Computer Society; 2012. p. 257-62.
67. L. Rodero-Merino, L.M. Vaquero, V. Gil, F. Galán, J. Fontán, R.S. Montero, and I.M. Llorente From infrastructure delivery to service management in clouds Future Gener Comput Syst 26 8 2010 1226 1240
68. Siegel J, Perdue J. Cloud services measures for global use: the service measurement index (SMI). In: Annual SRII global conference, San Jose, CA, USA. Washington DC: IEEE; 2012. p. 411-5.
69. Tehrani S, Shirazi F. Factors influencing the adoption of cloud computing by small and medium size enterprises (SMEs). In: Human interface and the management of information. Information and knowledge in applications and services. Lecture notes in computer science (LNCS), vol. 8522. Berlin-Heidelberg: Springer-Verlag; 2014. p. 631-42.
70. F. Travostino, P. Daspit, and L. Gommans Seamless live migration of virtual machines over the MAN/WAN Future Gener Comput Syst 22 2006 901 907
71. Z. ur Rehman, O.K. Hussain, and F.K. Hussain Parallel cloud service selection and ranking based on QoS history Int J Parallel Program 42 2013 820 852
72. ur Rehman Z, Hussain OK, Hussain FK. Time series QoS forecasting for management of cloud services. In: The ninth international conference on broadband and wireless computing. Communication and applications, Guangzhou, China. Washington DC: IEEE; 2014.
73. W. Voorsluys, J. Broberg, S. Venugopa, and R. Buyya1 Costs of virtual machine live migration a survey M.G. Jaatun, G. Zhao, C. Rong, Cloud computing, Lecture notes in computer science (LNCS) vol. 5931 2009 Springer-Verlag Berlin-Heidelberg 323 329
74. S. Wang, Z. Liu, Q. Sun, H. Zou, and F. Yang Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing J Intell Manuf 25 2 2012 1 9
75. Wen X, Gu G, Li Q, Gao Y, Zhang X. Comparison of open-source cloud management platforms: OpenStack and OpenNebula. In: The ninth international conference on fuzzy systems and knowledge discovery (FSKD), Sichuan, China. Washington DC: IEEE; 2012. p. 2457-61.
76. M. Whaiduzzaman, A. Gani, N.B. Anuar, M. Shiraz, M.N. Haque, and I.T. Haque Cloud service selection using multicriteria decision analysis Sci World J 12014 2014 1 6
77. Wittern E, Kuhlenkamp J, Menzel M. Cloud service selection based on variability modeling. In: Service-oriented computing. Lecture notes in computer science (LNCS), vol. 7636. Berlin-Heiderberg: Springer-Verlag; 2012. p. 127-41.
78. Zeng W, Zhao Y, Zeng J. Cloud service and service selection algorithm research. In: Proceedings of the first ACM/SIGEVO summit on genetic and evolutionary computation - GEC '09. New York, USA: ACM Press; 2009. p. 1045.
79. Zhang M, Ranjan R. Investigating decision support techniques for automating cloud service selection. In: IEEE fourth international conference on cloud computing technology and science, Taipei, Taiwan. Washington DC: IEEE Computer Society; 2012. p. 759-64.
80. Zhang Y, Zheng Z, Lyu MR. Exploring latent features for memory-based QoS prediction in cloud computing. In: The 30th international symposium on reliable distributed systems, Madrid, Spain. Washington DC: IEEE; 2011. p. 1-10.
81. Zhang Y, Zheng Z, Lyu MR. Real-time performance prediction for cloud components. In: IEEE 15th international symposium on object/component/service-oriented real-time distributed computing workshops, Shenzhen, China. Washington DC: IEEE; 2012. p. 106-11.
82. M. Zhang, R. Ranjan, and D. Georgakopoulos Investigating techniques for automating the selection of cloud infrastructure services Int J Next-Gener Comput 4 3 2013
83. Z. Zheng, X. Wu, Y. Zhang, M. Lyu, and J. Wang QoS ranking prediction for cloud services IEEE Trans Parallel Distrib Syst 24 6 2012 1213 1222