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Published in: Mobile Networks and Applications 5/2016

28-11-2015

Cloud-Integrated Cyber-Physical Systems for Complex Industrial Applications

Authors: Zhaogang Shu, Jiafu Wan, Daqiang Zhang, Di Li

Published in: Mobile Networks and Applications | Issue 5/2016

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Abstract

Recently, with many advances in wireless sensor networks, big data, mobile and cloud computing, Cyber-Physical Systems (CPS) can tightly couple cyber space with the physical world better than ever before. Also, the cloud-based systems can provide massive storage resources and low-cost computing as well as the flexibility of customizing the operating environment to Complex Industrial Applications (CIA). In our view, Cloud-integrated CPS (CCPS) will open the door to allow previously unachievable application scenarios to be built, deployed, managed and controlled effectively. In this paper, we propose a novel architecture of CCPS (termed CCPSA) and outline the enabling technologies for CIA. Then, we dissect three potential challenges and provide solutions from the perspective of CIA, including virtualized resource management techniques, the scheduling of cloud resources, and life cycle management. We hope this paper can provide insight and a roadmap for future research efforts in the emerging field of CCPS.

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Literature
1.
go back to reference Wang S, Wan J, Li D, Zhang C (2015) Implementing smart factory of industrie 4.0: an outlook. Int J Distrib Sensor Netw, 2015, Article ID 681806, 10 pages. DOI:10.1155/2015/681806. Wang S, Wan J, Li D, Zhang C (2015) Implementing smart factory of industrie 4.0: an outlook. Int J Distrib Sensor Netw, 2015, Article ID 681806, 10 pages. DOI:10.​1155/​2015/​681806.
2.
go back to reference Wan J, Zhang D, Zhao S, Yang L T, Lloret J (2014) Context-aware vehicular cyber-physical systems with cloud support: architecture, challenges and solutions. IEEE Commun Mag 52(8):106–113 Wan J, Zhang D, Zhao S, Yang L T, Lloret J (2014) Context-aware vehicular cyber-physical systems with cloud support: architecture, challenges and solutions. IEEE Commun Mag 52(8):106–113
3.
go back to reference Sridhar S, Hahn A, Govindarasu M (2012) Cyber-physical system security for the electric power grid. Proc IEEE 100(1):210–224CrossRef Sridhar S, Hahn A, Govindarasu M (2012) Cyber-physical system security for the electric power grid. Proc IEEE 100(1):210–224CrossRef
4.
go back to reference Banerjee A, Venkatasubramanian K, Mukherjee T, Gupta S (2012) Ensuring safety, security, and sustainability of mission-critical cyber-physical systems. Proc of the IEEE 100(1):283–299 Banerjee A, Venkatasubramanian K, Mukherjee T, Gupta S (2012) Ensuring safety, security, and sustainability of mission-critical cyber-physical systems. Proc of the IEEE 100(1):283–299
5.
go back to reference Rajhans A, Bhave A, Ruchkin I, Krogh BH, Garlan D, Platzer A, Schmerl B (2014) Supporting Heterogeneity in Cyber-Physical Systems Architectures. IEEE Trans Autom Control 59(12):3178–3193 Rajhans A, Bhave A, Ruchkin I, Krogh BH, Garlan D, Platzer A, Schmerl B (2014) Supporting Heterogeneity in Cyber-Physical Systems Architectures. IEEE Trans Autom Control 59(12):3178–3193
6.
go back to reference Derler P, Lee EA, Alberto SV (2012) Modeling cyber-physical systems. Proc IEEE 100(1):13–28CrossRef Derler P, Lee EA, Alberto SV (2012) Modeling cyber-physical systems. Proc IEEE 100(1):13–28CrossRef
7.
go back to reference Chen F, Deng P, Wan J, Zhang D, Vasilakos A, Rong X (2015) Data Mining for the Internet of Things: Literature Review and Challenges. Int J Distrib Sensor Netw, 2015, Article ID 431047, 14 pages. DOI:10.1155/2015/431047. Chen F, Deng P, Wan J, Zhang D, Vasilakos A, Rong X (2015) Data Mining for the Internet of Things: Literature Review and Challenges. Int J Distrib Sensor Netw, 2015, Article ID 431047, 14 pages. DOI:10.​1155/​2015/​431047.
8.
go back to reference Caliskan S, Rungger M, Majumdar R (2014) Towards robustness for cyber-physical systems. IEEE Trans Autom Control 59(12):3151–3163MathSciNetCrossRef Caliskan S, Rungger M, Majumdar R (2014) Towards robustness for cyber-physical systems. IEEE Trans Autom Control 59(12):3151–3163MathSciNetCrossRef
9.
go back to reference Wan J, Zhang D, Sun Y, Lin K, Zou C, Cai H (2014) VCMIA: a novel architecture for integrating vehicular cyber-physical systems and mobile cloud computing. Mobile Networks and Applications 19(2):153–160CrossRef Wan J, Zhang D, Sun Y, Lin K, Zou C, Cai H (2014) VCMIA: a novel architecture for integrating vehicular cyber-physical systems and mobile cloud computing. Mobile Networks and Applications 19(2):153–160CrossRef
10.
go back to reference Chen M, Zhang Y, Li Y, Mao S, Leung V (2015) EMC: emotion-aware mobile cloud computing in 5G. IEEE Netw 29(2):32–38CrossRef Chen M, Zhang Y, Li Y, Mao S, Leung V (2015) EMC: emotion-aware mobile cloud computing in 5G. IEEE Netw 29(2):32–38CrossRef
11.
12.
go back to reference Vamvoudakis KG, Hespanha JP, Sinopoli B, Mo Y (2014) Detection in adversarial environments. IEEE Trans Autom Control 59(12):3209–3223MathSciNetCrossRef Vamvoudakis KG, Hespanha JP, Sinopoli B, Mo Y (2014) Detection in adversarial environments. IEEE Trans Autom Control 59(12):3209–3223MathSciNetCrossRef
13.
go back to reference Demirel B, Zou Z, Soldati P, Johansson M (2014) Modular design of jointly optimal controllers and forwarding policies for wireless control. IEEE Trans Autom Control 59(12):3252–3265MathSciNetCrossRef Demirel B, Zou Z, Soldati P, Johansson M (2014) Modular design of jointly optimal controllers and forwarding policies for wireless control. IEEE Trans Autom Control 59(12):3252–3265MathSciNetCrossRef
14.
go back to reference Trimpe S, D’Andrea R (2014) Event-based state estimation with variance-based triggering. IEEE Trans Autom Control 59(12):3266–3281MathSciNetCrossRef Trimpe S, D’Andrea R (2014) Event-based state estimation with variance-based triggering. IEEE Trans Autom Control 59(12):3266–3281MathSciNetCrossRef
15.
go back to reference Liu Q, Wan J, Zhou K (2014) Cloud manufacturing service system for industrial-cluster-oriented application. Journal Internet Technology 15(3):373–380 Liu Q, Wan J, Zhou K (2014) Cloud manufacturing service system for industrial-cluster-oriented application. Journal Internet Technology 15(3):373–380
16.
go back to reference Zhang D, Wan J, Liu Q, Guan X, Liang X (2012) A taxonomy of agent technologies for ubiquitous computing environments. KSII Trans Internet Infor Syst 6(2):547–565 Zhang D, Wan J, Liu Q, Guan X, Liang X (2012) A taxonomy of agent technologies for ubiquitous computing environments. KSII Trans Internet Infor Syst 6(2):547–565
17.
go back to reference Wan J, Yan H, Li D, Zhou K, Zeng L (2013) Cyber-physical systems for optimal energy management scheme of autonomous electric vehicle. Comput J 56(8):947–956CrossRef Wan J, Yan H, Li D, Zhou K, Zeng L (2013) Cyber-physical systems for optimal energy management scheme of autonomous electric vehicle. Comput J 56(8):947–956CrossRef
18.
go back to reference Baliga J, Ayre RWA, Hinton K, Tucker RS (2011) Green cloud computing: balancing energy in processing, storage, and transport. Proc IEEE 99(1):149–167CrossRef Baliga J, Ayre RWA, Hinton K, Tucker RS (2011) Green cloud computing: balancing energy in processing, storage, and transport. Proc IEEE 99(1):149–167CrossRef
19.
go back to reference Warneke D, Kao O (2011) Exploiting dynamic resource allocation for efficient parallel data processing in the Cloud. IEEE Trans Parallel Distrib Syst 22(6):985–997CrossRef Warneke D, Kao O (2011) Exploiting dynamic resource allocation for efficient parallel data processing in the Cloud. IEEE Trans Parallel Distrib Syst 22(6):985–997CrossRef
20.
go back to reference Khazaei H, Mišić J, Mišić VB, Rashwand S (2013) Analysis of a pool management scheme for cloud computing centers. IEEE Trans Parallel Distrib Syst 24(5):849–861CrossRef Khazaei H, Mišić J, Mišić VB, Rashwand S (2013) Analysis of a pool management scheme for cloud computing centers. IEEE Trans Parallel Distrib Syst 24(5):849–861CrossRef
21.
go back to reference Jain R, Paul S (2013) Network virtualization and software defined networking for cloud computing-a survey. IEEE Communications Managzine 2013:24–31CrossRef Jain R, Paul S (2013) Network virtualization and software defined networking for cloud computing-a survey. IEEE Communications Managzine 2013:24–31CrossRef
22.
go back to reference Xiao Z, Xiao Y (2013) Security and privacy in cloud computing. IEEE Commun Surv Tutorials 15(2):843–859CrossRef Xiao Z, Xiao Y (2013) Security and privacy in cloud computing. IEEE Commun Surv Tutorials 15(2):843–859CrossRef
23.
go back to reference Drath R, Horch A (2014) Industrie 4. 0: Hit or Hype? IEEE Ind Electron Mag 8(2):56–58 Drath R, Horch A (2014) Industrie 4. 0: Hit or Hype? IEEE Ind Electron Mag 8(2):56–58
24.
go back to reference Chen M, Wan J, González S, Liao X, Leung V (2014) A survey of recent developments in home M2M networks. IEEE Commun Surv Tutorials 16(1):98–114CrossRef Chen M, Wan J, González S, Liao X, Leung V (2014) A survey of recent developments in home M2M networks. IEEE Commun Surv Tutorials 16(1):98–114CrossRef
25.
go back to reference Chen M, Zhang Y, Li Y, Hassan M, Alamri A (2015) AIWAC: affective interaction through wearable computing and cloud technology. IEEE Wirel Commun 22(1):20–27CrossRef Chen M, Zhang Y, Li Y, Hassan M, Alamri A (2015) AIWAC: affective interaction through wearable computing and cloud technology. IEEE Wirel Commun 22(1):20–27CrossRef
26.
go back to reference Li D, Li F, Huang X (2010) A model based integration framework for computer numerical control system development. Robot Comput Integr Manuf 26(4):333–343CrossRef Li D, Li F, Huang X (2010) A model based integration framework for computer numerical control system development. Robot Comput Integr Manuf 26(4):333–343CrossRef
27.
go back to reference Z. Shu, D. Li, Y. Hu, F. Ye and J. Wan. From models to code: automatic development process for embedded control system. Proc. of IEEE Int. Conf. on Network, Sensor and Control, Shanya, China, pp. 660–665, 2008. Z. Shu, D. Li, Y. Hu, F. Ye and J. Wan. From models to code: automatic development process for embedded control system. Proc. of IEEE Int. Conf. on Network, Sensor and Control, Shanya, China, pp. 660–665, 2008.
28.
go back to reference Wan J, Li D, Yan H, Zhang P (2010) Fuzzy feedback scheduling algorithm based on central processing unit utilization for a software-based computer numerical control system. Proc. Inst Mech Eng, Part B: J Eng Manufac, 224(7):1133–1143CrossRef Wan J, Li D, Yan H, Zhang P (2010) Fuzzy feedback scheduling algorithm based on central processing unit utilization for a software-based computer numerical control system. Proc. Inst Mech Eng, Part B: J Eng Manufac, 224(7):1133–1143CrossRef
29.
go back to reference J. Wan and D. Li. Fuzzy feedback scheduling algorithm based on output jitter in resource-constrained embedded systems. Proc. of Int. Conf. on Challenges in Environmental Science and Computer Engineering, Wuhan, China, pp. 457–460, Mar. 2010. J. Wan and D. Li. Fuzzy feedback scheduling algorithm based on output jitter in resource-constrained embedded systems. Proc. of Int. Conf. on Challenges in Environmental Science and Computer Engineering, Wuhan, China, pp. 457–460, Mar. 2010.
31.
go back to reference J. Liu, Q. Wang, J. Wan and J. Xiong. Towards Real-time Indoor Localization in Wireless Sensor Networks. In Proc. of the 12th IEEE Int. Conf. on Computer and Information Technology, Chengdu, China, October, 2012, pp. 877-884. J. Liu, Q. Wang, J. Wan and J. Xiong. Towards Real-time Indoor Localization in Wireless Sensor Networks. In Proc. of the 12th IEEE Int. Conf. on Computer and Information Technology, Chengdu, China, October, 2012, pp. 877-884.
33.
go back to reference Tian W, Zhao Y (Oct. 2014) Optimized cloud resource management and scheduling: theories and practices. Elsevier/Morgan Kaufmann, Publisher Tian W, Zhao Y (Oct. 2014) Optimized cloud resource management and scheduling: theories and practices. Elsevier/Morgan Kaufmann, Publisher
34.
go back to reference Chen M, Hao Y, Li Y, Lai C, Wu D (2015) On the computation offloading at Ad Hoc cloudlet: architecture and service models. IEEE Commun Mag 53(6):18–24CrossRef Chen M, Hao Y, Li Y, Lai C, Wu D (2015) On the computation offloading at Ad Hoc cloudlet: architecture and service models. IEEE Commun Mag 53(6):18–24CrossRef
35.
go back to reference H. Suo, Z. Liu, J. Wan and K. Zhou. Security and Privacy in Mobile Cloud Computing. Proc. of the 9th IEEE Int. Wireless Communications and Mobile Computing Conf., Cagliari, Italy, Jul. 2013. H. Suo, Z. Liu, J. Wan and K. Zhou. Security and Privacy in Mobile Cloud Computing. Proc. of the 9th IEEE Int. Wireless Communications and Mobile Computing Conf., Cagliari, Italy, Jul. 2013.
38.
go back to reference I. King, J. Li and K. T. Chan. A brief survey of computational approaches in social computing. Neural networks, IEEE-INNS-ENNS International Joint Conference on, pp. 1625–1632, Jun. 2009. I. King, J. Li and K. T. Chan. A brief survey of computational approaches in social computing. Neural networks, IEEE-INNS-ENNS International Joint Conference on, pp. 1625–1632, Jun. 2009.
40.
go back to reference Shen W, Hao Q, Mak H, Neelamkavil J, Xie H, Dickinson J, Thomas R, Pardasani A, Xue H (2010) Systems integration and collaboration in architecture, engineering, construction, and facilities management: A review. Adv Eng Inform 24(2):196–207CrossRef Shen W, Hao Q, Mak H, Neelamkavil J, Xie H, Dickinson J, Thomas R, Pardasani A, Xue H (2010) Systems integration and collaboration in architecture, engineering, construction, and facilities management: A review. Adv Eng Inform 24(2):196–207CrossRef
41.
go back to reference H. Yan, J. Wan, D. Li, Y. Tu and P. Zhang. Code sign of Networked Control Systems: A Review from Different Perspectives. Proc. of IEEE Intl Conf. on Cyber Technology in Automation, Control, and Intelligent Systems, Kunming, China, pp. 84–90, Mar. 2011. H. Yan, J. Wan, D. Li, Y. Tu and P. Zhang. Code sign of Networked Control Systems: A Review from Different Perspectives. Proc. of IEEE Intl Conf. on Cyber Technology in Automation, Control, and Intelligent Systems, Kunming, China, pp. 84–90, Mar. 2011.
42.
go back to reference Giunta G, Montella R, Agrillo G, Coviello GA (2010) GPGPU transparent virtualization component for high performance computing clouds. In: In Euro-Par 2010-Parallel Processing. Springer Berlin Heidelberg, pp. 379–391 Giunta G, Montella R, Agrillo G, Coviello GA (2010) GPGPU transparent virtualization component for high performance computing clouds. In: In Euro-Par 2010-Parallel Processing. Springer Berlin Heidelberg, pp. 379–391
43.
go back to reference Liu S (2006) and Y. Li. Grey Information, Theory and Practical Applications. Springer Science & Business Media Liu S (2006) and Y. Li. Grey Information, Theory and Practical Applications. Springer Science & Business Media
Metadata
Title
Cloud-Integrated Cyber-Physical Systems for Complex Industrial Applications
Authors
Zhaogang Shu
Jiafu Wan
Daqiang Zhang
Di Li
Publication date
28-11-2015
Publisher
Springer US
Published in
Mobile Networks and Applications / Issue 5/2016
Print ISSN: 1383-469X
Electronic ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-015-0664-6

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