Cloud-based cyber-physical systems and quality of services

TQM Journal

Volumn 28, Issue 5, 2016, Pages 704-733

  Mourtzis, Dimitris ^a   Vlachou, Ekaterini ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Cloud manufacturing; Cyber physical systems; Quality of service; Security

Indexed keywords

BIG DATA; CLOUD COMPUTING; COMPUTER AIDED MANUFACTURING; EMBEDDED SYSTEMS; INTERNET OF THINGS; MANUFACTURE; PRODUCT DESIGN; QUALITY OF SERVICE;

CLOUD MANUFACTURING; CYBER PHYSICAL SYSTEMS (CPSS); CYBER-PHYSICAL SYSTEMS (CPS); INTERNET OF THINGS (IOT); MANUFACTURING PARADIGM; MANUFACTURING PROCESS; MANUFACTURING SECTOR; SECURITY;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 84982924093     PISSN: 17542731     EISSN: None     Source Type: Journal    
DOI: 10.1108/TQM-10-2015-0133     Document Type: Article

References (180)

1. Akkaya, K. and Younis, M. (2005), "A survey on routing protocols for wireless sensor networks", Ad hoc Networks, Vol. 3 No. 3, pp. 325-349.
2. Akyildiz, I., Melodia, T. and Chowdhury, K. (2007), "A survey on wireless sensor networks", Computer Networks, Vol. 51 No. 4, pp. 921-960.
3. Ali, M., Khan, S.U. and Vasilakos, A.V. (2015a), "Security in cloud computing: opportunities and challenges", Information Sciences, Vol. 305 No. 4, pp. 357-383.
4. Ali, S., Qaisar, S., Saeed, H., Khan, M., Naeem, M. and Anpalagan, A. (2015b), "Network challenges for cyber-physical systems with tiny wireless devices: a case study on reliable pipeline condition monitoring", Sensors, Vol. 15 No. 4, pp. 7172-7205.
5. Apache (2015), "Apache CloudStack users", available at: http://cloudstack.apache.org/users.html (accessed March 16, 2015).
6. Ardagna, D., Casale., G., Ciavotta, M., Perez, J. and Wang, W. (2014), "Quality-of-service in cloud computing: modeling techniques and their applications", Journal of Internet Services and Applications, Vol. 5 No. 1, pp. 1-17.
7. Armstrong, D. and Djemame, K. (2009), Towards Quality of Service in the Cloud, School of Computing, University of Leeds, Leeds.
8. Atzori, L., Iera, A. and Morabito, G. (2010), "The internet of things: a survey", Computer Networks, Vol. 54 No. 15, pp. 2787-2805.
9. Auschitzky, E., Hammer, M. and Rajagopaul, A. (2014), "How big data can improve manufacturing", available at: www.mckinsey.com/insights/operations/how-big-data- can-improve-manufacturing (accessed June 20, 2015).
10. Awan, I. and Younas, M. (2013), "Towards in Internet of Things for delay sensitive information", in Matera, M. and Rossi, G. (Eds), Trends in Mobile Web Information Systems, Springer International Publishing, pp. 86-94.
11. AWS (2015), "AWS customer stories", available at: http://aws.amazon.com/solutions/case-studies/all/(accessed February 24, 2015).
12. Bagula, X. and Mazandu, K. (2008), "Energy constrained multipath routing in wireless sensor networks", in Sandnes, F.E., Zhang, Y., Rong, C., Yang, L.T. and Ma, J. (Eds), Ubiquitous Intelligence and Computing, Springer, Berlin, pp. 453-467.
13. Balasubramanian, J., Tambe, S., Gokhale, A., Dararathy, B., Gadgil, S. and Schmidt, D. (2008), "A model-driven QoS provisioning engine for cyber-physical systems", Real-Time and Embedded Technology and Applications Symposium, IEEE, St Louis, MO, April 22-24.
14. Balen, J., Zagar, D. and Martinovic, G. (2011), "Quality of services in wireless sensor networks: a survey and related patents", Recent Patents on Computer Science, Vol. 4 No. 3, pp. 188-202.
15. Barbier, J., Bradley, J., Cooke, J., Handler, D., Lambrette, U., Popat, B., Stine, J. and Uretsky, S. (2012), "Riding the cloud to improve your top-and bottom-line economics", Cisco IBSG, available at: www.cisco.com/web/about/ac79/docs/Cloud-Computing-Economics-IBSG.pdf (accessed April 10, 2014).
16. Buyya, R., Pandey, S. and Vecchiola, C. (2009), "Cloudbus toolkit for market-oriented cloud computing", in Jaatun, M.G., Zhao, G. and Rong, C. (Eds), Cloud Computing, Springer, Berlin, pp. 24-44.
17. Cao, W. and Jiang, P. (2012), "Cloud machining community for social manufacturing", Applied Mechanics and Materials, Vols 220-223, pp. 61-64.
18. Cardoso, J., Sheth, A., Miller, J., Arnold, J. and Kochut, K. (2004), "Quality of service for workflows and web service processes", Journal of Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 1 No. 3, pp. 281-308.
19. Carriots (2015), "Carriots platform for IoT and M2M projects", available at: www.carriots.com/partners (accessed August 10, 2015).
20. Casas, P. and Schatz, R. (2014), "Quality of experience in cloud services: survey and measurements", Computer Networks, Vol. 68, pp. 149-165.
21. Chatzigiannakis, I., Drude, J.P., Hasemann, H. and Kröller, A. (2014), "Developing smart homes using the internet of things: how to demonstrate your system", in Streitz, N. and Markopoulos, P. (Eds), Distributed, Ambient, and Pervasive Interactions, Vol. 8530, Springer, pp. 415-426.
22. Chen, D. and Varshney, P. (2004), "QoS support in wireless sensor networks: a survey", Proceedings of International Conference on Wireless Networks in Las Vegas, Las Vegas, NV, June 21-24.
23. Chen, J., Díaz, M., Llopis, L., Rubio, B. and Troya, J.M. (2011), "A survey on quality of service support in wireless sensor and actor networks: requirements and challenges in the context of critical infrastructure protection", Journal of Network and Computer Applications, Vol. 34 No. 4, pp. 1225-1239.
24. Chen, T. (2014), "Strengthening the competitiveness and sustainability of a semiconductor manufacturer with cloud manufacturing", Sustainability, Vol. 6 No. 1, pp. 251-266.
25. Cheng, Y., Tao, F., Liu, Y., Zhao, D., Zhang, L. and Xu, L. (2013), "Energy-aware resource service scheduling based on utility evaluation in cloud manufacturing system", Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 227 No. 12, pp. 1901-1915.
26. Christin, D., Morge, P. and Hollick, M. (2010), "Survey on wireless sensor network technologies for industrial automation: the security and quality orf service perspectives", Future Internet, Vol. 2 No. 2, pp. 96-125.
27. Cisco (2014), "Cisco IoT system", available at: www.cisco.com/web/solutions/trends/iot/cisco-iot-system.html (accessed July 10, 2015).
28. Cloud Computing (2011), "Cloud computing-hearing with SMEs", available at: http://ec.europa. eu/digital-agenda/en/news/cloud-computing-hearing-smes (accessed August 1, 2011).
29. Cloud Security Alliance (2010), "Top threats to cloud computing V1.0.", available at: https://cloudsecurityalliance.org/topthreats/csathreats.v1.0.pdf (accessed March 7, 2010).
30. Colombo, A., Bangemann, T., Karnouskos, S., Delsing, J., Stluka, P., Harrison, R., Jammes, F. and Lastra, J.L. (2014), "The IMC-AESOP approach", in Colombo, A, Bangemann, T, Karnouskos, S., Delsing, J., Stluka, P., Harrison, R., Jammes, F. and Lastra, J.L. (Eds), Industrial Cloud Based Cyber-Physical Systems, Springer.
31. Court, D. (2015), "Getting big impact from big data", available at: www.mckinsey.com/insights/business-technology/getting-big-impact-from-big-data (accessed June 20, 2015).
32. Courtland, R. (2011), "Radiation monitoring in Japan goes DIY, IEEE spectrum", available at: http://spectrum.ieee.org/tech-talk/energy/environment/radiation-monitoring-in-japan-goes-diy (accessed January 12, 2015).
33. DIGI (2014), "Digi wireless module tranforms NASA robot into productive member of space station crew", available at: www.digi.com/customersuccesses/digi-wireless-module-transforms-nasa-robot (accessed May 8, 2015).
34. Dillon, T., Potdar, V., Singh, J. and Talevski, A. (2011), "Cyber-physical systems providing quality of service (QoS) in a heterogeneous systems-of-systems environment", 5th IEEE International Conference on Digital Ecosystems and Technologies (IEEE DEST 2011), Daejeon, pp. 330-335.
35. Donze, A, Juniwal, G. and Seshia, S. (2008), "UC Berkeley researchers create a virtual lab for cyber-physical systems massive open online course (MOOC)", available at: http://sine.ni. com/cs/app/doc/p/id/cs-16273 (accessed May 10, 2015).
36. Edward, L. (2015), "The past, present and the future of cyber-physical systems: a focus on models", Sensors, Vol. 15 No. 3, pp. 4837-4869.
37. El-Gendy, M., Bose, A. and Shin, G. (2003), "Evolution of internet QoS and support for soft realtime applications", Proceedings IEEE, Vol. 91 No. 7, pp. 1086-1104.
38. Exosite (2015), "IoT customized, operationalized, on instrantly", available at: https://exosite.com/iot-platform/(accessed June 2, 2015).
39. Fatahi Valilai, O. and Houshmand, M. (2013), "A collaborative and integrated platform to support distributed manufacturing system using a service-oriented approach based on cloud computing paradigm", Robotics and Computer-Integrated Manufacturing, Vol. 29 No. 1, pp. 110-127.
40. Fatahi Valilai, O. and Houshmand, M. (2014), "A platform for optimisation in distributed manufacturing enterprises based on cloud manufacturing paradigm", International Journal of Computer Integrated Manufacturing, Vol. 27 No. 11, pp. 1031-1054.
41. Fernando, N., Loke, S.W. and Rahayu, W. (2013), "Mobile cloud computing: a survey", Future Generation Computer Systems, Vol. 29 No. 1, pp. 84-106.
42. Ferreira, L., Putnik, G., Cruz-Cunha, M.M., Putnik, Z., Alves, C. and Shah, V. (2014), "Dashboard services for pragmatics-based interoperability in cloud and ubiquitous manufacturing", International Journal of Web Portals, Vol. 6 No. 1, pp. 35-49.
43. Finnegan, M. (2014), "BMW chooses OpenStack for private cloud over commercial vendors due to lock-in risk", available at: www.computerworlduk.com/in-depth/cloud-computing/3584302/bmw-chooses-openstack-for-private-cloud-over-commercial-vendors-due-to-lock-in-risk/(accessed February 16, 2015).
44. Fok, C.L., Julien, C., Roman, G.C. and Lu, C. (2011), "Challenges of satisfying multiple stakeholders: quality of service in the internet of things", Proceedings-International Conference on Software Engineering in Waikiki: SESENA, Vol. 11, Honolulu, HI, pp. 55-60.
45. Gao, R., Wang, L., Teti, R., Dornfeld, D., Kumara, S., Mori, M. and Helug, M. (2015), "Cloud-enabled prognosis for manufacturing", CIRP-Annals-Manufacturing Technology, Vol. 64 No. 2, pp. 749-772.
46. Gao, Y.-C. (2013), "Design intend solving: dynamic composition method for innovative design based on virtual cloud manufacturing resource generators", Advances in Mechanical Engineering, Vol. 2013, pp. 1-10.
47. Ghose, A., Bhaumik, C., Das, D. and Agrawal, A.K. (2012), "Mobile healthcare infrastructure for home and small clinic", Proceedings of the 2nd ACM International Workshop on Pervasive Wireless Healthcare (MobileHealth 2012), New York, NY, pp. 15-20.
48. Giordano, A., Spezzano, G. and Vinci, A. (2014), "Rainbow: an intelligent platform for large-scale networked cyber-physical systems", Proceedings of the 5th International Workshop on Networks of Cooperating Objects of Smart Cities (UBICITEC), Berlin, April 14.
49. Giriraj, M. and Muthu, S. (2012), "From cloud computing to cloud manufacturing execution assembly system", in Ponnambalam, S.G., Parkkinen, J. and Ramanathan, K.C. (Eds), First International Conference, IRAM 2012, Kuala Lumpur, November 28-30, pp. 303-312.
50. Google (2015), "Google cloud platform", available at: https://cloud.google.com/customers/(accessed February 16, 2015).
51. Grimm, R., Davis, J., Lemar, E., Macbeth, A., Swanson, S., Anderson, T., Bershad, B., Borriello, G., Gribble, S. and Wetherall, D. (2004), "System support for pervasive applications", ACM Transactions on Computer Systems, Vol. 22 No. 4, pp. 421-486.
52. Guo, Z., Wong, W. and Guo, C. (2014), "A cloud-based intelligent decision-making system for order tracking and allocation in apparel manufacturing", International Journal of Production Research, Vol. 52 No. 4, pp. 1100-1115.
53. Hadoop, A. (2014), "Apache Hadoop", available at: https://hadoop.apache.org/(accessed April 15, 2015).
54. Hasan, M. and Wan, T. (2013), "Optimized quality of service for real-time wireless sensor networks using a partitioning multipath routing approach", Journal of Computer Networks and Communications, Vol. 2013, p. 18.
55. He, W. and Xu, L. (2015), "A state-of-the-art survey of cloud manufacturing", International Journal of Computer Integrated Manufacturing, Vol. 28 No. 3, pp. 239-250.
56. Henriksson, D. and Elmqvist, H. (2011), "Cyber-physical systems modeling and simulation with modelica", Proceedings 8th Modelica Conference, Dresden, June 20-22.
57. Henschen, D. (2014), "Top Big Data analysis platforms", available at: www.informationweek.com/big-data/big-data-analytics/16-top-big-data-analytics-platforms/d/d-id/1113609 (accessed March 8, 2015).
58. Holder, O., Ben-Shaul, I. and Gazit, H. (1999), "Dynamic layout of distributed applications in FarGo", Procedia of ICSE, pp. 163-173.
59. HP (2014), "HP public delivering leading edge cloud innovations", available at: www.hpcloud. com/about (accessed May 28, 2015).
60. Hu, W., Le, T., Corke, P. and Jha, S. (2012), "Outdoor sensor net design and deployment: experiences for a sugar farm", IEEE Pervasive Computing, Vol. 11 No. 2, pp. 82-91.
61. Huang, B., Li, C, Yin, C. and Zhao, X. (2013), "Cloud manufacturing service platform for small-and medium-sized enterprises", The International Journal of Advanced Manufacturing Technology, Vol. 65 Nos 9-12, pp. 1261-1272.
62. Huang, X. and Fang, Y. (2008), "Multiconstrained QoS multipath routing in wireless sensor networks", Wireless Networks, Vol. 14 No. 4, pp. 465-478.
63. IBM (2015), "IBM cloud computing", available at: www.ibm.com/cloud-computing/us/en/(accessed February 16, 2015).
64. Invensys (2014), "The cloud for manufacturing", available at: http://software.schneider-electric. com/pdf/white-paper/the-cloud-for-manufacturing/(accessed February 15, 2015).
65. IT Industry Innovation Council (2011), "Cloud computing-opportunities and challenges", available at: http://ict-industry-reports.com/wp-content/uploads/sites/4/2013/09/2011-Cloud-Computing-Opportunities-Challenges-Australia-ICT-Innov-Council-Dec-2011.pdf (accessed June 8, 2015).
66. Jin, J., Gubbi, J., Luo, T. and Palaniswami, M. (2012), "Network architecture and QoS issues in the internet of things for a smart city", Proceedings of the 12th International Symposium on Communications and Information Technologies (ISCIT 2012), Gold Cost, pp. 974-979.
67. Konomi, S. and Roussos, G. (2007), "Ubiquitous computing in the real world: lessons learnt from large-scale RFID deployments", Personal and Ubiquitous Computing, Vol. 11 No. 7, pp. 507-521.
68. Laili, Y., Zhang, L. and Tao, F. (2011), "Energy adaptive immune genetic algorithm for collaborative design task scheduling in cloud manufacturing system", Industrial Engineering and Engineering Management (IEEM), pp. 1912-1916.
69. Laili, Y., Tao, F., Zhang, L. and Sarker, B.R. (2012), "A study of optimal allocation of computing resources in cloud manufacturing systems", The International Journal of Advanced Manufacturing Technology, Vol. 63 Nos 5-8, pp. 671-690.
70. Lan, Y (2008), "A real-time and energy aware QoS routing protocol for multimedia wireless sensor networks", Proceedings of 7th World Congress on Intelligent Control and Automation (WCICA), pp. 3321-3326.
71. Lartigau, J., Lanshun, N., Xiaofei, X. and Dechen, Z. (2012), "Scheduling methodology for production services in cloud manufacturing", Service Sciences (IJCSS), IEEE, pp. 34-39.
72. Lartigau, J., Xu, X, Nie, L. and Zhan, D. (2015), "Cloud manufacturing service composition based on QoS with geo-perspective transportation using an improved artificial bee colony optimisation algorithm", International Journal of Production Research, Vol. 53, pp. 4380-4404.
73. Lee, E.A. (2007), "Computing foundations and practise for cyber-physical systems: a preliminary report", UCB/EECS-2007-2072, Electrical Engineering and Computer Science, University of Berkeley, CA.
74. Li, J., Li, B., Woa, T., Hua, C, Huaia, J., Liub, L. and Lamc, K.P. (2012), "CyberGuarder: a virtualization security assurance architecture for green cloud computing", Future Generation Computer Systems, Vol. 28 No. 2, pp. 379-390.
75. Li, B.M., Xie, S.Q. and Sang, Z.Q. (2013), "Step-based data sharing and exchange in one-of-a-kind product collaborative design for cloud manufacturing", Advances in Mechanical Engineering, Vol. 2013 No. 2, pp. 1-16.
76. Li, Z., O'Brien, L., Cai, R. and Zhang, H. (2012), "Towards a taxonomy of performance evaluation of commercial cloud services", Cloud Computing CLOUD, 2012 IEEE 5th International Conference, Honolulu, HI, pp. 344-351.
77. Liang, J.M., Chen, J.J., Cheng, H.H. and Tseng, Y. (2013), "An energy-efficient sleep scheduling with QoS consideration in 3GPP LTE-advanced networks for internet of things", Emerging and Selected Topics in Circuits and Systems, IEEE Journal, Vol. 3, pp. 13-22.
78. Liu, I. and Jiang, H. (2012), "Research on key technologies for design services collaboration in cloud manufacturing", Computer Supported Cooperative Work in Design (CSCWD), 2012 IEEE 16th International Conference, pp. 824-829.
79. Liu, N. and Li, X. (2012), A Resource Virtualization Mechanism for Cloud Manufacturing Systems, in Enterprise Interoperability, Springer, Berlin, pp. 46-59.
80. Liu, W., Liu, B., Sun, D., Li, Y. and Ma, G. (2013), "Study on multi-task oriented services composition and optimisation with the 'multi-composition for each task' pattern in cloud manufacturing systems", International Journal of Computer Integrated Manufacturing, Vol. 26 No. 8, pp. 786-805.
81. Liu, X. and Yin, J. (2006), "Requirements of quality of service in wireless sensor network", Networking, International Conference on Systems and International Conference onMobile CommunicationsandLearning Technologies, 2006. ICN/ICONS/MCL2006, p. 116.
82. Liu, X., Li, Y, Wang, W. and Wang, L. (2014), "A feature based method for product-oriented representation to manufacturing resources in cloud manufacturing", ASME 2014 International Manufacturing Science and Engineering Conference Collocated with theJSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference, Vol. 1, p. 6.
83. Lombardi, F. and Di Pietro, R. (2011), "Secure virtualization for cloud computing", Journal of Network and Computer Applications, Vol. 34 No. 4, pp. 1113-1122.
84. Lu, Y., Xu, X. and Xu, J. (2014), "Development of a hybrid manufacturing cloud", Journal of Manufacturing Systems, Vol. 33 No. 4, pp. 551-566.
85. Manyika, J. (2011), "Big data: the next frontier for innovation, competition, and productivity", available at: www.mckinsey.com/insights/business-technology/big-data-the-next- frontier-for-innovation (accessed November 25, 2014).
86. MathWorks (2012), "Model-based design of cyber-physical systems in MATLAB and Simulin", available at: www.mathworks.com/discovery/cyber-physical-systems.html (accessed May 25, 2015).
87. Meier, H, Roy, R. and Seliger, G. (2010), "Industrial product-service systems-IPS2", CIRP Annals-Manufacturing Technology, Vol. 59 No. 2, pp. 607-627.
88. Mell, P. and Grance, T (2011), "The NIST definition of cloud computing" National Institute of Standards and Technology, Gaithersburg, available at: http://csrc.nist.gov/publications/nistpubs/800-145/SP800-145.pdf (accessed May 24, 2015).
89. Menasce, D. (2002), "QoS issues in web services", Internet Computing, IEEE, Vol. 6 No. 6, pp. 72-75.
90. Merlino, P. and Abramo, A. (2009), "An integrated sensing/communication architecture for structural health monitoring", IEEE Sensors Journal, Vol. 9 No. 11, pp. 1397-1404.
91. Miorandi, D., Sicari, S., Pellegrini, F.D. and Chlamtac, I. (2012), "Internet of things: vision, applications and research challenges", Ad Hoc Networks, Vol. 10 No. 7, pp. 1497-1516.
92. Mokhtar, S., Gani, A. and Khan, S. (2015), "The rise of big data on cloud computing:review on open research issues", Information Systems, Vol. 47, pp. 98-115.
93. Mourtzis, D., Schoinochoritis, B. and Vlachou, E. (2015a), "A new era of web collaboration: cloud computing and its applications in manufacturing", TQM 2015 Proceedings, Belgrade, June 2-5, ISBN 978-86-7083-858-1.
94. Mourtzis, D., Doukas, M., Lalas, C. and Papakostas, N. (2014), "Cloud-based integrated shopfloor planning and control of manufacturing operations for mass customisation", Procedia CIRP, 9th CIPR Conference on Intelligent Computation in Manufacturing Engineering Vol. 33, Capri, pp. 9-16.
95. Mourtzis, D., Vlachou, E., Milas, N. and Xanthopoulos, N. (2015b), "A cloud-based approach for maintenance of machine tools and equipment based on shop-floor monitoring", Proceedia CIRP CMS 2015, Ischia, June 24-26.
96. Mourtzis, D., Vlachou, E., Doukas, M., Xanthopoulos, N., Kanakis, N. and Koutoupes, A. (2015), "Cloud-based adaptive scheduling based on shopfloor monitoring", ASME IMECE Proceedings 2015, Houston, TX.
97. Narcisi, G. (2015), "Open source vs proprietary cloud provider platforms", available at: http://searchtelecom.techtarget.com/news/2240185995/Open-source-vs-proprietary-cloud-provider-platforms (accessed February 16, 2015).
98. Nef, M.A., Perlepes, L., Karagiorgou, S. and Stamoulis, G.I. (2012), "Enabling QoS in the internet of things", Proceedings of the Fifth International Conference on Communication Theory, Reliability, and Quality of Service (CTRQ 2012), Chamonix/Mont Blanc, pp. 33-38.
99. Nelson, L.E. (2013), "The Forrester Wave™: Private Cloud", Forester Research, Cambridge, MA, available at: https://d0.awsstatic.com/analyst-reports/The%20Forrester% 20Wave%20Enterprise%20Public%20Cloud%20Platforms, %20Q4%202014.pdf (accessed May 8, 2015).
100. NEST (2015), "Google I/O keynote", available at: https://developer.nest.com/documentation/cloud/googleio-2015 (accessed September 10, 2015).
101. NIST (2012), "NIST-Cyber-Physical workshop", available at: http://events.energetics.com/NIST-CPSWorkshop/index.html
102. NSF (2006), "NSF workshop on cyber-physical systems", available at: http://varma.ece.cmu.edu/CPS/(accessed May 8, 2015).
103. Oracle IoT (2014), "Oracle simplifies internet of things solutions", available at: www.oracle.com/us/solutions/internetofthings/overview/index.html (accessed March 8, 2015).
104. Paniti, I. (2014), "Adaptation of incremental sheet forming into cloud manufacturing", CIRP Journal of Manufacturing Science and Technology, Vol. 7 No. 3, pp. 185-190.
105. Park, J.H. and Jeong, H.Y. (2014), "Cloud computing-based jam management for a manufacturing system in a green IT environment", The Journal of Supercomputing, Vol. 69 No. 3, pp. 1054-1067.
106. Paroliniy, L., Toliaz, N., Sinopoliy, B. and Krogh, B. (2010), "A cyber-physical systems approach to energy management in data centers", ICCPS 2010, Stockholm, April 12-16.
107. Perere, C, Zaslavsky, A., Christen, P. and Georgakopoulos, D. (2014), "Sensing as a service model for smart cities supported by internet of things", Transactions on Emerging Telecommunications Technologies, Vol. 25 No. 1, pp. 81-93.
108. PLEX (2014a), "Avon Gear Company case study", available at: www.plex.com/customers/avon-gear-company.html (accessed March 8, 2015).
109. PLEX (2014b), "Cast Aluminum Solutions case study", available at: www.plex.com/customers/cast-aluminum-solutions.html (accessed March 8, 2015).
110. Qanbari, S., Zadeh, S., Vedaei, S. and Dustdar, S. (2014), "CloudMan: a platform for portable cloud manufacturing services", Big Data (Big Data), 2014 IEEE International Conference, Washington, DC, pp. 1006-1014.
111. Qu, T., Lei, S., Chen, Y., Wang, Z., Luo, L. and Huang, G.Q. (2014), "Internet-of-things-enabled smart production logistics execution system based on cloud manufacturing", ASME 2014 International Manufacturing Science and Engineering Conference collocated with theJSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference, Vol. 1, Detroit, MI.
112. Ren, L., Zhanga, L., Tao, F., Zhao, C, Chai, X. and Zhao, X. (2015), "Cloud manufacturing: from concept to practice", Enterprise Information Systems, Vol. 9 No. 2, pp. 186-209.
113. Rong, C, Nguyen, S.T. and Jaatun, M.G. (2013), "Beyond lightning: a survey on security challenges in cloud computing", Computers and Electrical Engineering, Vol. 39 No. 1, pp. 47-54.
114. Sandia, U. (2010), "Umbra simulation framework", available at: http://umbra.sandia.gov/products.html (accessed March 8, 2015).
115. SAS (2012), "Big Data meets Big Data analytics", available at: www.sas.com/content/dam/SAS/en-us/doc/whitepaper1/big-data-meets-big-data-analytics-105777.pdf (accessed March 8, 2015).
116. Scopus (2015), "Scopus", available at: www.scopus.com/(accessed June 9, 2015).
117. Shang, X., Liu, X., Xiong, G. and Cheng, C. (2013), "Social manufacturing cloud service platform for the mass customization in apparel industry", Service Operations and Logistics, and Informatics (SOLI), 2013 IEEE International Conference, pp. 220-224.
118. Shaoshuai, F, Wenxiao, S, Nan, W. and Yan, L. (2011), "MODM-based evaluation model of service quality in the internet of things", Procedia Environmental Sciences, Vol. 11, pp. 63-69.
119. Simmon, E, Kim, K.S., Subramanian, E., Lee, R., Vaulx, F.J., Murakami, Y, Zettsu, K. and Sriram, D. (2013), "A vision of cyber-physical cloud computing for smart networked systems", available at: www.nist.gov/manuscript-publication-search.cfm?pub-id=914023
120. Song, T., Liu, H., Wei, C. and Zhang, C. (2014), "Common engines of cloud manufacturing service platform for SMEs", The International Journal of Advanced Manufacturing Technology, Vol. 73 Nos 1-4, pp. 557-569.
121. Stankovic, J., Lee, I., Mok, A. and Rajkumar, R. (2005), "Opportunities and obligations for physical computing systems", IEEE Computer, Vol. 38 No. 11, pp. 23-31.
122. Su, X., Gao, L., Wang, W. and Wei, L. (2014), "The research on service platform of ship manufacturing in cloud manufacturing environment", Proceedings of the 2014 International Conference on Pubic Management and Education Research, Shanghai, April 17-18.
123. Subashini, S. and Kavitha, V. (2011), "A survey on security issues in service delivery models of cloud computing", Journal of Network and Computer Applications, Vol. 34 No. 1, pp. 1-11.
124. Sundmaeker, H., Guillemin, P., Friess, P. and Woelffl, S. (2010), "Vision and challenges for realising the Internet of Things", Cluster of European Research Projects on the Internet of Things-CERP IoT, available at: www.internet-of-things-research.eu/pdf/IoT-Clusterbook-March-2010.pdf (accessed March 8, 2015).
125. Takabi, H., Joshi, J. and Ahm, G. (2010), "Security and privacy challenges in cloud computing environments", Security and Privacy, Vol. 8 No. 6, pp. 24-31.
126. Tao, F., Cheng, Y., Xu, L.D. and Zhang, L. (2014), "CCIoT-CMfg: cloud computing and internet of things-based cloud manufacturing service system", IEEE Transactions on Industrial Informatics, Vol. 10 No. 2, pp. 1435-1442.
127. Tao, F., LaiLi, Y., Xu, L. and Zhang, L. (2013), "FC-PACO-RM: a parallel method for service composition optimal-selection in cloud manufacturing system", IEEE Transactions on Industrial Informatics, Vol. 9 No. 4, pp. 2023-2033.
128. Tao, F., Zhang, L., Venkatesh, V.C., Luo, Y. and Cheng, Y (2011), "Cloud manufacturing: a computing and service-oriented manufacturing model", Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 225 No. 10, pp. 1969-1976.
129. Tao, F., Zuo, Y., Xu, L.D. and Zhang, L. (2014), "IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing", IEEE Transactions on Industrial Informatics, Vol. 10 No. 2, pp. 1547-1557.
130. Tapoglou, N., Mehnen, J., Doukas, M. and Mourtzis, D. (2014), "Optimal machining parameter selection based on real-time machine monitoring using IEC 61499 function blocks for use in a cloud manufacturing environment: a case study for face milling", ASME 2014 International Manufacturing Science and Engineering Conference collocated with theJSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference, Detroit, MI, June 9-13.
131. Tapoglou, N., Mehnen, J., Vlachou, E., Doukas, M., Milas, N. and Mourtzis, D. (2015), "Cloud based platform for optimal machining parameter selection based on function blocks and real time monitoring", Journal of Manufacturing Science and Engineering, Vol. 137 No. 4, pp. 040909-040920.
132. Taylor, S.J., Kiss, T., Terstyansky, G., Kacsuk, P. and Fantini, N. (2014), "Cloud computing for simulation in manufacturing and engineering: introducing the CloudSME simulation platform", Proceeding ANSS 14 Proceedings of the 2014 Annual Simulation Symposium Society for Computer Simulation International, p. 12.
133. ThingSpeak (2015), available at: https://thingspeak.com/
134. Thingworx (2014), "ThingWorx-APTC's business", available at: www.thingworx.com (accessed March 8, 2015).
135. Um, J., Choi, Y.-C. and Stroud, I. (2014), "Factory planning system considering energy-efficient process under cloud manufacturing", Procedia CIRP, Vol. 17, pp. 553-558.
136. Wang, L. (2013), "Machine availability monitoring and machining process planning towards cloud manufacturing", CIRP Journal of Manufacturing Science and Technology, Vol. 6 No. 4, pp. 263-273.
137. Wang, L., Gao, R. and Ragai, I. (2014), "An integrated cyber-physical system for cloud manufacturing", An Integrated Cyber-Physical System for Cloud Manufacturing Vol 1, Detroit, MI, p. 6.
138. Wang, L., Wang, X.V., Gao, L. and Váncza, J. (2014), "A cloud-based approach for WEEE remanufacturing", CIRP Annals-Manufacturing Technology, Vol. 63 No. 1, pp. 409-412.
139. Wang, S., Chen, G., Kang, L. and Li, Q. (2012), "Information model of cloud manufacturing resource based on semantic web", International Journal of Digital Content Technology and its Applications, Vol. 6 No. 19, pp. 339-346.
140. Wang, S.L., Guo, L., Kang, L., Li, C, Li, x.y. and Stephane, Y.M. (2014), "Research on selection strategy of machining equipment in cloud manufacturing", The International Journal of Advanced Manufacturing Technology, Vol. 71 Nos 9-12, pp. 1549-1563.
141. Wang, T., Guo, S. and Lee, C.G. (2014), "Manufacturing task semantic modeling and description in cloud manufacturing system", The International Journal of Advanced Manufacturing Technology, Vol. 71 Nos 9-12, pp. 2017-2031.
142. Wang, V. and Xu, X. (2013), "An interoperable solution for cloud manufacturing", Robotics and Computer Integrated Manufacturing, Vol. 29 No. 4, pp. 232-247.
143. Wang, Y., Liu, X. and Yin, J. (2006), "Requirements of quality of services in wireless sensor network", Proceedings of the International Conference on Networking, Mome, p. 116.
144. WCPS (2013), "Wireless cyber-physical simulator", available at: http://wsn.cse.wustl.edu/index. php/WCPS:-Wireless-Cyber-Physical-Simulator (accessed March 8, 2015).
145. Weber, R.F. and Weber, R. (2010), "Legal perspectives", Internet of Things, Springer Berlin Heidelberg, p. 135.
146. World Economic Forum (2010), "Exploring the future of cloud computing: riding the next wave of technology-driven transformation", available at: www.weforum.org/reports/exploring-future-cloud-computing-riding-next-wave-technology-driven-transformation (accessed July 10, 2015).
147. World Economic Forum (2014a), "The future of manufacturing: driving capabilities, enabling investments", World Economic Forum, Geneva, available at: www3.weforum.org/docs/Media/GAC14/Future-of-Manufacturing-Driving-Capabilities.pdf (accessed July 10, 2015).
148. World Economic Forum (2014b), "The global information technology report 2014: rewards and risks of Big Data", available at: www3.weforum.org/docs/WEF-GlobalInformationTechnology- Report-2014.pdf (accessed July 10, 2015).
149. World Economic Forum (2015), "Industrial Internet of Things: unleashing the potential of connected products and services", World Economic Forum, Geneva, available at: www3. weforum.org/docs/WEFUSA-IndustrialInternet-Report2015.pdf (accessed July 10, 2015).
150. Wu, D., Rosen, D.W. and Schaefer, D. (2014a), "Cloud-based design and manufacturing: status and promise", Cloud-Based Design and Manufacturing (CBDM), Springer, Berlin, pp. 1-24.
151. Wu, D., Rosen, D.W. and Schaefer, D. (2014b), "Modeling and analyzing the material flow of crowdsourcing processes in cloud-based manufacturing systems using stochastic petri nets", ASME 2014 International Manufacturing Science and Engineering Conference collocated with the JSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference, Vol. 1, Detroit, MI, p. 9.
152. Wu, D., Greer, M.J., Rosen, D.W. and Schaefer, D. (2013), "Cloud manufacturing: strategic vision and state-of-the-art", Journal of Manufacturing Systems, Vol. 32 No. 4, pp. 564-579.
153. Wu, D., Rosen, D.W., Wang, L. and Schaefer, D. (2014c), "Cloud-based manufacturing: old wine in new bottles?", Procedia CIRP, Vol. 17, pp. 94-99.
154. Wu, D., Rosen, D.W., Wang, L. and Schaefer, D. (2015), "Cloud-based design and manufacturing: a new paradigm in digital manufacturing and design innovation", Computer-Aided Design, Vol. 59, pp. 1-14.
155. Wu, D., Thames, J.L., Rosen, D.W. and Schaefer, D. (2013), "Enhancing the product realization process with cloud-based design and manufacturing systems", Journal of Computing and Information Science in Engineering, Vol. 13 No. 4, pp. 041004-041014.
156. Wu, F., Kao, Y. and Tseng, Y. (2011), "From wireless sensor networks towards cyber-physical systems", Pervasive and Mobile Computing, Vol. 7 No. 4, pp. 397-413.
157. Wu, X., Qiao, F. and Poon, K. (2014), "Cloud manufacturing applications in semiconductor industry", Simulation Conference (WSC), Savannah, GA, pp. 2376-2383.
158. Xia, F. (2008), "QoS challenges and opportunities in wireless sensor/actuator networks", Sensors, Vol. 8 No. 2, pp. 1099-1110.
159. Xia, F., Ma, L, Dong, J. and Sun, Y. (2008), "Network QoS management in cyber-physical systems", International Conference of Embedded Software and Systems (ICESS) in China, pp. 302-307.
160. Xia, F., Yang, L.T., Wang, L. and Vinel, A. (2012), "Internet of things", International Journal of Communication Systems, Vol. 25 No. 9, pp. 1101-1102.
161. Xiang, F, Hu, Y, Yu, Y and Wu, H. (2014), "QoS and energy consumption aware service composition and optimal-selection based on Pareto group leader algorithm in cloud manufacturing system", Central European Journal of Operations Research, Vol. 22 No. 4, pp. 663-685.
162. Xively (2015), "Lutron case study-Xively", available at: http://xively.com/case-study/lutron/(accessed July 10, 2015).
163. Xu, X. (2012), "From cloud computing to cloud manufacturing", Robotics and Computer-Integrated Manufacturing, Vol. 28 No. 1, pp. 75-86.
164. Yang, L., Yang, S.H. and Plotnick, L. (2012), "How the internet of things technology enhances emergency response operations", Technological Forecasting and Social Change, Vol. 80 No. 9, pp. 1854-1867.
165. Yang, X, Shi, G. and Zhang, Z. (2013), "Collaboration of large equipment complete service under cloud manufacturing mode", International Journal of Production Research, Vol. 52 No. 2, pp. 326-336.
166. Zhang, L., Lin, S. and Huang, X. (2011), "QoS specification for cyber-physical systems", in Lin, S. and Huang, X. (Eds), CSEE 2011, Vol. 215, Springer-Verlag, Berlin and Heidelberg, pp. 329-334.
167. Zhang, L., Luo, Y., Tao, F., Li, B.H., Ren, L., Zhang, X., Guo, H, Cheng, Y., Hu, A. and Liu, Y. (2014), "Cloud manufacturing: a new manufacturing paradigm", Enterprise Information Systems, Vol. 8 No. 2, pp. 167-187.
168. Zhu, L., Zhao, Y. and Wang, W. (2013), "A bilayer resource model for cloud manufacturing services", Mathematical Problems in Engineering, Vol. 2013, pp. 1-10.
169. Zissis, D. and Lekkas, D. (2012), "Addressing cloud computing security issues", Future Generation Computer Systems, Vol. 28 No. 3, pp. 583-592.
170. Barasan, C. and Kang, K. (2009), "Quality of services in wireless sensor networks", in Woungang, I. and Misra, S. (Eds), Guide to Wireless Sensor Networks, Springer, London, pp. 305-321.
171. Bhuyan, B., Sarma, H.K.D., Sarma, N., Kar, A. and Mall, R. (2010), "Quality of services (QOS) provisions in wireless sensor networks and related challenges", Wireless Sensor Networks, Vol. 2 No. 11, pp. 861-868.
172. Cheng, YY. and Shaw, H.J. (2014), "Cloud-based, service-oriented and knowledge-sharing architecture: its design and application in shipbuilding", International Journal of Computer Integrated Manufacturing, Vol. 28 No. 2, pp. 137-154.
173. Helo, P., Suorsa, M., Hao, Y. and Anussornnitisarn, P. (2014), "Toward a cloud-based manufacturing execution system for distributed manufacturing", Computers in Industry, Vol. 65 No. 4, pp. 646-656.
174. Jiao, H., Zhang, J., Li, J.H and Shi, J. (2015), "Research on cloud manufacturing service discovery based on latent semantic preference about OWL-S", International Journal of Computer Integrated Manufacturing, pp. 1-9, doi: 10.1080/0951192X2014.1002812.
175. Rauschecker, U., Meier, M., Muckenhirn, R., Yip, L.A, Jagadeesan, A.P. and Corney, J. (2011), "Cloud-based manufacturing-as-a-service environment for customized products", eChallenges e-2011 Conference Proceedings. IIMC International Information Management Corporation, Florence, October 26-28.
176. Ren, L., Zhang, L., Wang, L., Tao, F. and Chai, X. (2014), "Cloud manufacturing: key characteristics and applications", International Journal of Computer Integrated Manufacturing, pp. 1-15.
177. Technavio (2011), "Global cloud security software market", ThingSpeak IoT, available at: https://thingspeak.com (accessed July 10, 2015).
178. Tian, S., Liu, Q., Xu, W. and Yan, J. (2013), "A discrete hybrid bees algorithm for service aggregation optimal selection in cloud manufacturing", in Yin, H., Tang, K., Gao, Y., Klawonn, F., Lee, M., Weise, T., Li, B. and Yao, X. (Eds), Intelligent Data Engineering and Automated Learning-IDEAL 2013, Springer, Berlin, pp. 110-117.
179. Vincent Wang, X. and Xu, X.W. (2013), "An interoperable solution for cloud manufacturing", Robotics and Computer-Integrated Manufacturing, Vol. 29 No. 4, pp. 232-247.
180. Zhang, L. and He, J. (2011), "Aspect-oriented QoS specification for cyber-physical systems", in Lee, G., Howard, D. and Slezak, D. (Eds), ICHIT 2011, Vol. 206, Springer-Velag, Berlin and Heidelberg, pp. 399-406.