Cloud-Integrated Cyber-Physical Systems for Complex Industrial Applications

被引:104
作者
Shu, Zhaogang [1 ]
Wan, Jiafu [2 ]
Zhang, Daqiang [3 ]
Li, Di [2 ]
机构
[1] Fujian Agr & Forestry Univ, Fuzhou, Peoples R China
[2] South China Univ Technol, Guangzhou, Guangdong, Peoples R China
[3] Tongji Univ, Shanghai, Peoples R China
关键词
Cyber-physical systems; Cloud computing; Industrial wireless networks; Complex industrial applications; Big data; ARCHITECTURE; SECURITY; ENERGY;
D O I
10.1007/s11036-015-0664-6
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:865 / 878
页数:14
相关论文
共 41 条
[1]  
[Anonymous], P 9 IEEE INT WIR COM
[2]   Green Cloud Computing: Balancing Energy in Processing, Storage, and Transport [J].
Baliga, Jayant ;
Ayre, Robert W. A. ;
Hinton, Kerry ;
Tucker, Rodney S. .
PROCEEDINGS OF THE IEEE, 2011, 99 (01) :149-167
[3]   Ensuring Safety, Security, and Sustainability of Mission-Critical Cyber-Physical Systems [J].
Banerjee, Ayan ;
Venkatasubramanian, Krishna K. ;
Mukherjee, Tridib ;
Gupta, Sandeep Kumar S. .
PROCEEDINGS OF THE IEEE, 2012, 100 (01) :283-299
[4]   Data Mining for the Internet of Things: Literature Review and Challenges [J].
Chen, Feng ;
Deng, Pan ;
Wan, Jiafu ;
Zhang, Daqiang ;
Vasilakos, Athanasios V. ;
Rong, Xiaohui .
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
[5]   ON THE COMPUTATION OFFLOADING AT AD HOC CLOUDLET: ARCHITECTURE AND SERVICE MODES [J].
Chen, Min ;
Hao, Yixue ;
Li, Yong ;
Lai, Chin-Feng ;
Wu, Di .
IEEE COMMUNICATIONS MAGAZINE, 2015, 53 :18-24
[6]   EMC: Emotion-Aware Mobile Cloud Computing in 5G [J].
Chen, Min ;
Zhang, Yin ;
Li, Yong ;
Mao, Shiwen ;
Leung, Victor C. M. .
IEEE NETWORK, 2015, 29 (02) :32-38
[7]   AIWAC: AFFECTIVE INTERACTION THROUGH WEARABLE COMPUTING AND CLOUD TECHNOLOGY [J].
Chen, Min ;
Zhang, Yin ;
Li, Yong ;
Hassan, Mohammad Mehedi ;
Alamri, Atif .
IEEE WIRELESS COMMUNICATIONS, 2015, 22 (01) :20-27
[8]   A Survey of Recent Developments in Home M2M Networks [J].
Chen, Min ;
Wan, Jiafu ;
Gonzalez, Sergio ;
Liao, Xiaofei ;
Leung, Victor C. M. .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (01) :98-114
[9]   Big Data: A Survey [J].
Chen, Min ;
Mao, Shiwen ;
Liu, Yunhao .
MOBILE NETWORKS & APPLICATIONS, 2014, 19 (02) :171-209
[10]   Modular Design of Jointly Optimal Controllers and Forwarding Policies for Wireless Control [J].
Demirel, Burak ;
Zou, Zhenhua ;
Soldati, Pablo ;
Johansson, Mikael .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (12) :3252-3265