Self-Adaptation Techniques in Cyber-Physical Systems (CPSs)
Cyber-Physical Systems (CPSs) are large-scale complex systems that monitor and control physical processes by using computer algorithms tightly integrated with networking and their users. Monitoring and controlling the physical environment is a hot topic for today's researchers and engineers in...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8913497/ |
| _version_ | 1818622020065165312 |
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| author | Sherali Zeadally Teodora Sanislav George Dan Mois |
| author_facet | Sherali Zeadally Teodora Sanislav George Dan Mois |
| author_sort | Sherali Zeadally |
| collection | DOAJ |
| description | Cyber-Physical Systems (CPSs) are large-scale complex systems that monitor and control physical processes by using computer algorithms tightly integrated with networking and their users. Monitoring and controlling the physical environment is a hot topic for today's researchers and engineers in academia and industry. Within this realm, an important feature of current and future Information and Communications Technology (ICT) systems is self-adaptation-yet there is a shortage of information focusing on this characteristic in the literature, particularly as it relates to CPSs. Here, we investigate current state-of-the-art research on CPSs from this perspective, and evaluate the main self-adaptive approaches proposed in the literature, along with their results, strengths, and weaknesses. We also discuss appropriate techniques for enabling self-adaptation capabilities within CPSs at different architectural layers. Overcoming the challenges associated with designing and implementing self-adaptive mechanisms in CPSs will provide a path for bolstering a new generation of CPSs with greater robustness and reliability. |
| first_indexed | 2024-12-16T18:18:31Z |
| format | Article |
| id | doaj.art-3b4f3b9e991c4a4d830257c4cc819511 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-16T18:18:31Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-3b4f3b9e991c4a4d830257c4cc8195112022-12-21T22:21:38ZengIEEEIEEE Access2169-35362019-01-01717112617113910.1109/ACCESS.2019.29561248913497Self-Adaptation Techniques in Cyber-Physical Systems (CPSs)Sherali Zeadally0https://orcid.org/0000-0002-5982-8190Teodora Sanislav1https://orcid.org/0000-0002-3019-004XGeorge Dan Mois2https://orcid.org/0000-0002-6199-5289College of Communication and Information, University of Kentucky, Lexington, KY, USAAutomation Department, Technical University of Cluj-Napoca, Cluj-Napoca, RomaniaAutomation Department, Technical University of Cluj-Napoca, Cluj-Napoca, RomaniaCyber-Physical Systems (CPSs) are large-scale complex systems that monitor and control physical processes by using computer algorithms tightly integrated with networking and their users. Monitoring and controlling the physical environment is a hot topic for today's researchers and engineers in academia and industry. Within this realm, an important feature of current and future Information and Communications Technology (ICT) systems is self-adaptation-yet there is a shortage of information focusing on this characteristic in the literature, particularly as it relates to CPSs. Here, we investigate current state-of-the-art research on CPSs from this perspective, and evaluate the main self-adaptive approaches proposed in the literature, along with their results, strengths, and weaknesses. We also discuss appropriate techniques for enabling self-adaptation capabilities within CPSs at different architectural layers. Overcoming the challenges associated with designing and implementing self-adaptive mechanisms in CPSs will provide a path for bolstering a new generation of CPSs with greater robustness and reliability.https://ieeexplore.ieee.org/document/8913497/Adaptive systemscyber-physical systemsself-adaptation |
| spellingShingle | Sherali Zeadally Teodora Sanislav George Dan Mois Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) IEEE Access Adaptive systems cyber-physical systems self-adaptation |
| title | Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) |
| title_full | Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) |
| title_fullStr | Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) |
| title_full_unstemmed | Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) |
| title_short | Self-Adaptation Techniques in Cyber-Physical Systems (CPSs) |
| title_sort | self adaptation techniques in cyber physical systems cpss |
| topic | Adaptive systems cyber-physical systems self-adaptation |
| url | https://ieeexplore.ieee.org/document/8913497/ |
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