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Seamless Authentication: For IoT-Big Data Technologies in Smart Industrial Application Systems
- Source :
- IEEE Transactions on Industrial Informatics. 17:2919-2927
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- Technological developments in communication technologies in the form of hardware and software have made unilateral sensor connectivity over Internet access that facilitates data observation and measurement of physical entities. A technology known as Internet of Things (IoT) is commonly referred to as the connectivity of Internet devices that provides the communication interactivity between the physical and the cyber objects. One of the key objectives of Internet computing is to simplify human activities and improve the user experience and device access. To explore its basic challenges, big data is somehow diversified into smart-data intelligence that transforms the raw semantic data into smart-data. The transformation approaches realize the significance of productivity and financial gain, which in turn offers a better decision-making process and privacy preservation. Moreover, the intelligent system collects raw data from different devices that analyze the extracted information. Since IoT plays a significant role in the development of a new source dataset, a seamless authentication protocol (SAP) is preferably chosen to coalesce data inference, algorithm development, and technological advancement. The comparative analysis proves that the proposed SAP consumes less computation and communication overhead as compared to other authentication schemes.
- Subjects :
- Authentication
business.product_category
Multimedia
Computer science
business.industry
020208 electrical & electronic engineering
Big data
Cloud computing
02 engineering and technology
computer.software_genre
Semantic data model
Computer Science Applications
Control and Systems Engineering
Authentication protocol
0202 electrical engineering, electronic engineering, information engineering
Internet access
The Internet
Electrical and Electronic Engineering
business
computer
Information Systems
Subjects
Details
- ISSN :
- 19410050 and 15513203
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Industrial Informatics
- Accession number :
- edsair.doi...........7556842616186180a8b2ed867b002723