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Fog offloading and task management in IoT-fog-cloud environment: review of algorithms, networks, and SDN application


Citation

Rezaee, Mohammad Reza and Abdul Hamid, Nor Asilah Wati and Hussin, Masnida and Ahmad Zukarnain, Zuriati (2024) Fog offloading and task management in IoT-fog-cloud environment: review of algorithms, networks, and SDN application. IEEE Access, 12. pp. 39058-39080. ISSN 2169-3536

Abstract

The proliferation of Internet of Things (IoT) devices and other IT forms in almost every area of human existence has resulted in an enormous influx of data that must be managed and stored. One viable solution to this issue is to store and handle massive amounts of data in cloud environments. Real-time data analysis has always been critical. However, it becomes even more crucial as technology and the IoT develop, and new applications emerge, such as autonomous cars, smart cities, and IoT devices for healthcare, agriculture, and other industries. Given the massive volume of data, moving to a remote cloud is time-consuming and produces severe network congestion, rendering cloud administration and rapid data processing difficult. Fog computing provides close-to-device processing at the network's periphery, and fog computing can analyze data in near real-time. However, the increased amount of IoT gadgets and data they produce is a formidable challenge for fog nodes. Task offloading may enhance fog computing by offloading the excess data to other nodes for processing due to the restricted resources in the fog. Management of tasks and resources must be optimized in fog devices. This review article overviews related works on task offloading in IoT-Fog-Cloud Environment. In addition, we discuss about fog networks and Software-defined network (SDN) applications and challenges in fog offloading. © 2013 IEEE.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
Institute for Mathematical Research
DOI Number: https://doi.org/10.1109/ACCESS.2024.3375368
Publisher: Institute of Electrical and Electronics Engineers
Keywords: Cloud computing; Fog computing; Fog offloading; Software defined network (sdn); Task management; Task offloading
Depositing User: Ms. Azian Edawati Zakaria
Date Deposited: 28 Oct 2024 03:58
Last Modified: 28 Oct 2024 03:58
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ACCESS.2024.3375368
URI: http://psasir.upm.edu.my/id/eprint/112046
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