A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective
In future IoT big-data management and knowledge discovery for large scale industrial automation application, the importance of industrial internet is increasing day by day. Several diversified technologies such as IoT (Internet of Things), computational intelligence, machine type communication, big-...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi - SAGE Publishing
2015-10-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2015/718390 |
| _version_ | 1797728764684140544 |
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| author | Nilamadhab Mishra Chung-Chih Lin Hsien-Tsung Chang |
| author_facet | Nilamadhab Mishra Chung-Chih Lin Hsien-Tsung Chang |
| author_sort | Nilamadhab Mishra |
| collection | DOAJ |
| description | In future IoT big-data management and knowledge discovery for large scale industrial automation application, the importance of industrial internet is increasing day by day. Several diversified technologies such as IoT (Internet of Things), computational intelligence, machine type communication, big-data, and sensor technology can be incorporated together to improve the data management and knowledge discovery efficiency of large scale automation applications. So in this work, we need to propose a Cognitive Oriented IoT Big-data Framework (COIB-framework) along with implementation architecture, IoT big-data layering architecture, and data organization and knowledge exploration subsystem for effective data management and knowledge discovery that is well-suited with the large scale industrial automation applications. The discussion and analysis show that the proposed framework and architectures create a reasonable solution in implementing IoT big-data based smart industrial applications. |
| first_indexed | 2024-03-12T11:18:49Z |
| format | Article |
| id | doaj.art-75a5b140fe2e4f3ea935a449197bf2ba |
| institution | Directory Open Access Journal |
| issn | 1550-1477 |
| language | English |
| last_indexed | 2024-03-12T11:18:49Z |
| publishDate | 2015-10-01 |
| publisher | Hindawi - SAGE Publishing |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj.art-75a5b140fe2e4f3ea935a449197bf2ba2023-09-02T01:27:07ZengHindawi - SAGE PublishingInternational Journal of Distributed Sensor Networks1550-14772015-10-011110.1155/2015/718390718390A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery ProspectiveNilamadhab MishraChung-Chih LinHsien-Tsung ChangIn future IoT big-data management and knowledge discovery for large scale industrial automation application, the importance of industrial internet is increasing day by day. Several diversified technologies such as IoT (Internet of Things), computational intelligence, machine type communication, big-data, and sensor technology can be incorporated together to improve the data management and knowledge discovery efficiency of large scale automation applications. So in this work, we need to propose a Cognitive Oriented IoT Big-data Framework (COIB-framework) along with implementation architecture, IoT big-data layering architecture, and data organization and knowledge exploration subsystem for effective data management and knowledge discovery that is well-suited with the large scale industrial automation applications. The discussion and analysis show that the proposed framework and architectures create a reasonable solution in implementing IoT big-data based smart industrial applications.https://doi.org/10.1155/2015/718390 |
| spellingShingle | Nilamadhab Mishra Chung-Chih Lin Hsien-Tsung Chang A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective International Journal of Distributed Sensor Networks |
| title | A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective |
| title_full | A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective |
| title_fullStr | A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective |
| title_full_unstemmed | A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective |
| title_short | A Cognitive Adopted Framework for IoT Big-Data Management and Knowledge Discovery Prospective |
| title_sort | cognitive adopted framework for iot big data management and knowledge discovery prospective |
| url | https://doi.org/10.1155/2015/718390 |
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