Survey of advances and challenges in intelligent autonomy for distributed cyber-physical systems
| Autor: | David W. McKee, Stephen J. Clement, Jaber Almutairi, Jie Xu |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
security of data
cloud computing Big Data production engineering computing Internet of Things cyber-physical systems smart cities energy conservation intelligent manufacturing systems service-oriented architecture big data distributed cyber-physical systems fog computing complex cyber-physical systems deep learning autonomous systems autonomous vehicles energy efficiency smart manufacturing data streams computational infrastructure intelligent autonomy survey internet of things edge computing smart systems automating systems augmenting systems integrating systems healthcare intelligence service data safety data security Computational linguistics. Natural language processing P98-98.5 Computer software QA76.75-76.765 |
| Zdroj: | CAAI Transactions on Intelligence Technology (2018) |
| Druh dokumentu: | article |
| ISSN: | 2468-2322 |
| DOI: | 10.1049/trit.2018.0010 |
| Popis: | With the evolution of the Internet of things and smart cities, a new trend of the Internet of simulation has emerged to utilise the technologies of cloud, edge, fog computing, and high-performance computing for design and analysis of complex cyber-physical systems using simulation. These technologies although being applied to the domains of big data and deep learning are not adequate to cope with the scale and complexity of emerging connected, smart, and autonomous systems. This study explores the existing state-of-the-art in automating, augmenting, and integrating systems across the domains of smart cities, autonomous vehicles, energy efficiency, smart manufacturing in Industry 4.0, and healthcare. This is expanded to look at existing computational infrastructure and how it can be used to support these applications. A detailed review is presented of advances in approaches providing and supporting intelligence as a service. Finally, some of the remaining challenges due to the explosion of data streams; issues of safety and security; and others related to big data, a model of reality, augmentation of systems, and computation are examined. |
| Databáze: | Directory of Open Access Journals |
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