Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing
Abstract Cyber-Physical Systems(CPS) serves as an interdisciplinary effort that incorporates cyber vector as well as physical vector. The latter can generate exponentially growing amounts of data. How to process CPS big data systematically and efficiently is the key to the breakthrough of offering p...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2020-06-01
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| Series: | Journal of Cloud Computing: Advances, Systems and Applications |
| Subjects: | |
| Online Access: | http://link.springer.com/article/10.1186/s13677-020-00181-y |
| _version_ | 1828776711624327168 |
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| author | Zhanyang Xu Yanqi Zhang Haoyuan Li Weijing Yang Quan Qi |
| author_facet | Zhanyang Xu Yanqi Zhang Haoyuan Li Weijing Yang Quan Qi |
| author_sort | Zhanyang Xu |
| collection | DOAJ |
| description | Abstract Cyber-Physical Systems(CPS) serves as an interdisciplinary effort that incorporates cyber vector as well as physical vector. The latter can generate exponentially growing amounts of data. How to process CPS big data systematically and efficiently is the key to the breakthrough of offering prospective and personalized services for each individual user and entity involved. In recent years, much research has been proactively conducted on advancing specific scenario or algorithm. However, few surveys value their integration. For good measure, the synthesis remains a fundamental challenge. Subsequently, we fill the gap in the literature by constructing cloud computing, fog computing and edge computing as a whole to inspire on new architectures and cross utilizations. Moreover, bringing the enthusiasm of traditionally solitude entities into play is crucial. In this exploratory study, we examine definitions of CPS as well as the three aforementioned computing paradigms and then shed new light on comprehensively established frameworks. We also survey on the application level of Cloud-Fog-Edge Computing in CPS respectively and dive into diversified algorithms and strategies to embed big data applications into a more intelligent and convenient society with current deficiencies and future research directions followed. |
| first_indexed | 2024-12-11T16:04:56Z |
| format | Article |
| id | doaj.art-855b58c748ba46e0b7c6b1760921e657 |
| institution | Directory Open Access Journal |
| issn | 2192-113X |
| language | English |
| last_indexed | 2024-12-11T16:04:56Z |
| publishDate | 2020-06-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of Cloud Computing: Advances, Systems and Applications |
| spelling | doaj.art-855b58c748ba46e0b7c6b1760921e6572022-12-22T00:59:13ZengSpringerOpenJournal of Cloud Computing: Advances, Systems and Applications2192-113X2020-06-019111610.1186/s13677-020-00181-yDynamic resource provisioning for cyber-physical systems in cloud-fog-edge computingZhanyang Xu0Yanqi Zhang1Haoyuan Li2Weijing Yang3Quan Qi4School of Computer and Software, Nanjing University of Information Science and TechnologyChangwang School of Honors, Nanjing University of Information Science and TechnologySchool of Computer and Software, Nanjing University of Information Science and TechnologySchool of Computer and Software, Nanjing University of Information Science and TechnologyCollege of Information Science and Technology, Shihezi UniversityAbstract Cyber-Physical Systems(CPS) serves as an interdisciplinary effort that incorporates cyber vector as well as physical vector. The latter can generate exponentially growing amounts of data. How to process CPS big data systematically and efficiently is the key to the breakthrough of offering prospective and personalized services for each individual user and entity involved. In recent years, much research has been proactively conducted on advancing specific scenario or algorithm. However, few surveys value their integration. For good measure, the synthesis remains a fundamental challenge. Subsequently, we fill the gap in the literature by constructing cloud computing, fog computing and edge computing as a whole to inspire on new architectures and cross utilizations. Moreover, bringing the enthusiasm of traditionally solitude entities into play is crucial. In this exploratory study, we examine definitions of CPS as well as the three aforementioned computing paradigms and then shed new light on comprehensively established frameworks. We also survey on the application level of Cloud-Fog-Edge Computing in CPS respectively and dive into diversified algorithms and strategies to embed big data applications into a more intelligent and convenient society with current deficiencies and future research directions followed.http://link.springer.com/article/10.1186/s13677-020-00181-yCyber-physical systemDynamic resource ProvisioningEdge computing |
| spellingShingle | Zhanyang Xu Yanqi Zhang Haoyuan Li Weijing Yang Quan Qi Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing Journal of Cloud Computing: Advances, Systems and Applications Cyber-physical system Dynamic resource Provisioning Edge computing |
| title | Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing |
| title_full | Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing |
| title_fullStr | Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing |
| title_full_unstemmed | Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing |
| title_short | Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing |
| title_sort | dynamic resource provisioning for cyber physical systems in cloud fog edge computing |
| topic | Cyber-physical system Dynamic resource Provisioning Edge computing |
| url | http://link.springer.com/article/10.1186/s13677-020-00181-y |
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