AIoT: a taxonomy, review and future directions
AIoT (artificial intelligence of things) is an integrated product of artificial intelligence (AI) and internet of things (IoT).Currently, it has been widely used in smart cities, smart homes, smart manufacturing, and driverless.However, the research of AIoT is still in its infancy, facing with many...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2021-08-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021204/ |
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| _version_ | 1841528913465966592 |
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| author | Jiyi WU Wenjuan LI Jian CAO Shiyou QIAN Qifei ZHANG Rajkumar BUYYA |
| author_facet | Jiyi WU Wenjuan LI Jian CAO Shiyou QIAN Qifei ZHANG Rajkumar BUYYA |
| author_sort | Jiyi WU |
| collection | DOAJ |
| description | AIoT (artificial intelligence of things) is an integrated product of artificial intelligence (AI) and internet of things (IoT).Currently, it has been widely used in smart cities, smart homes, smart manufacturing, and driverless.However, the research of AIoT is still in its infancy, facing with many problems and challenges.In order to clarify the concept and provide possible solutions, a comprehensive survey was carried out on AIoT.Firstly, a clear definition of AIoT was provided, along with the brief introduction on its background and application scenarios.And then a novel cloud-edge-end hybrid AIoT architecture for intelligent information processing was constructed.Based on the research framework of AIoT, the research status and solutions were discussed, including AI integrated IoT data acquisition, complex event processing and coordination, cloud-edge-end integration, AI-enhanced IoT security and privacy, and AI-based applications, etc.Finally, it identified the open challenges and offers future research directions. |
| format | Article |
| id | doaj-art-0c456b5478ac4a36a93ed7e3cbb06884 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2021-08-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-0c456b5478ac4a36a93ed7e3cbb068842025-01-15T03:32:30ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012021-08-013711759814399AIoT: a taxonomy, review and future directionsJiyi WUWenjuan LIJian CAOShiyou QIANQifei ZHANGRajkumar BUYYAAIoT (artificial intelligence of things) is an integrated product of artificial intelligence (AI) and internet of things (IoT).Currently, it has been widely used in smart cities, smart homes, smart manufacturing, and driverless.However, the research of AIoT is still in its infancy, facing with many problems and challenges.In order to clarify the concept and provide possible solutions, a comprehensive survey was carried out on AIoT.Firstly, a clear definition of AIoT was provided, along with the brief introduction on its background and application scenarios.And then a novel cloud-edge-end hybrid AIoT architecture for intelligent information processing was constructed.Based on the research framework of AIoT, the research status and solutions were discussed, including AI integrated IoT data acquisition, complex event processing and coordination, cloud-edge-end integration, AI-enhanced IoT security and privacy, and AI-based applications, etc.Finally, it identified the open challenges and offers future research directions.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021204/AIoTcloud-edge-end hybrid computing frameworkAI integrated IoT applicationresearch direction |
| spellingShingle | Jiyi WU Wenjuan LI Jian CAO Shiyou QIAN Qifei ZHANG Rajkumar BUYYA AIoT: a taxonomy, review and future directions Dianxin kexue AIoT cloud-edge-end hybrid computing framework AI integrated IoT application research direction |
| title | AIoT: a taxonomy, review and future directions |
| title_full | AIoT: a taxonomy, review and future directions |
| title_fullStr | AIoT: a taxonomy, review and future directions |
| title_full_unstemmed | AIoT: a taxonomy, review and future directions |
| title_short | AIoT: a taxonomy, review and future directions |
| title_sort | aiot a taxonomy review and future directions |
| topic | AIoT cloud-edge-end hybrid computing framework AI integrated IoT application research direction |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021204/ |
| work_keys_str_mv | AT jiyiwu aiotataxonomyreviewandfuturedirections AT wenjuanli aiotataxonomyreviewandfuturedirections AT jiancao aiotataxonomyreviewandfuturedirections AT shiyouqian aiotataxonomyreviewandfuturedirections AT qifeizhang aiotataxonomyreviewandfuturedirections AT rajkumarbuyya aiotataxonomyreviewandfuturedirections |