Fog Computing: An Overview of Big IoT Data Analytics
Joint Authors
Wang, Shangguang
Raza, Salman
Anwar, Muhammad Rizwan
Jadoon, Ahmer Khan
Azam Zia, Muhammad
Akram, Umair
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-07
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Information Technology and Computer Science
Abstract EN
A huge amount of data, generated by Internet of Things (IoT), is growing up exponentially based on nonstop operational states.
Those IoT devices are generating an avalanche of information that is disruptive for predictable data processing and analytics functionality, which is perfectly handled by the cloud before explosion growth of IoT.
Fog computing structure confronts those disruptions, with powerful complement functionality of cloud framework, based on deployment of micro clouds (fog nodes) at proximity edge of data sources.
Particularly big IoT data analytics by fog computing structure is on emerging phase and requires extensive research to produce more proficient knowledge and smart decisions.
This survey summarizes the fog challenges and opportunities in the context of big IoT data analytics on fog networking.
In addition, it emphasizes that the key characteristics in some proposed research works make the fog computing a suitable platform for new proliferating IoT devices, services, and applications.
Most significant fog applications (e.g., health care monitoring, smart cities, connected vehicles, and smart grid) will be discussed here to create a well-organized green computing paradigm to support the next generation of IoT applications.
American Psychological Association (APA)
Anwar, Muhammad Rizwan& Wang, Shangguang& Azam Zia, Muhammad& Jadoon, Ahmer Khan& Akram, Umair& Raza, Salman. 2018. Fog Computing: An Overview of Big IoT Data Analytics. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-22.
https://search.emarefa.net/detail/BIM-1216204
Modern Language Association (MLA)
Anwar, Muhammad Rizwan…[et al.]. Fog Computing: An Overview of Big IoT Data Analytics. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-22.
https://search.emarefa.net/detail/BIM-1216204
American Medical Association (AMA)
Anwar, Muhammad Rizwan& Wang, Shangguang& Azam Zia, Muhammad& Jadoon, Ahmer Khan& Akram, Umair& Raza, Salman. Fog Computing: An Overview of Big IoT Data Analytics. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-22.
https://search.emarefa.net/detail/BIM-1216204
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216204