Big Data Meet Cyber-Physical Systems: A Panoramic Survey

• Published in: IEEE access Vol. 6; pp. 73603 - 73636
• Main Authors: Atat, Rachad, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Big Data; Cloud computing; clustering; context-awareness; Cyber-physical systems; Cyber-physical systems (CPS); Cybersecurity; data analytics; Data collection; data mining; Data storage; Digital media; energy; Environmental monitoring; green; Green products; Intelligent transportation systems; Internet of Things (IoT); machine learning; real-time analytics; Security; Sensors; Smartphones; social computing; space-time analytics; sustainability; Tablet computers; Taxonomy; Video transmission
• ISSN: 2169-3536; 2169-3536
• DOI: 10.1109/ACCESS.2018.2878681

The world is witnessing an unprecedented growth of cyber-physical systems (CPS), which are foreseen to revolutionize our world via creating new services and applications in a variety of sectors, such as environmental monitoring, mobile-health systems, intelligent transportation systems, and so on. The information and communication technology sector is experiencing a significant growth in data traffic, driven by the widespread usage of smartphones, tablets, and video streaming, along with the significant growth of sensors deployments that are anticipated in the near future. It is expected to outstandingly increase the growth rate of raw sensed data. In this paper, we present the CPS taxonomy via providing a broad overview of data collection, storage, access, processing, and analysis. Compared with other survey papers, this is the first panoramic survey on big data for CPS, where our objective is to provide a panoramic summary of different CPS aspects. Furthermore, CPS requires cybersecurity to protect them against malicious attacks and unauthorized intrusion, which become a challenge with the enormous amount of data that are continuously being generated in the network. Thus, we also provide an overview of the different security solutions proposed for CPS big data storage, access, and analytics. We also discuss big data meeting green challenges in the contexts of CPS.