A Review on Optimizing Offloading Performance in Heterogeneous IoT Using Mobile Edge Devices as Nodes
Penulis/Author
Dr. Mardhani Riasetiawan, SE Ak, M.T. (1); Prof. Dr. Techn. Ahmad Ashari, M.I.Kom. (2); Roghib Muhammad Hujja, S.Si., M.Cs. (3)
Tanggal/Date
2023
Kata Kunci/Keyword
Abstrak/Abstract
Offloading, the process of transferring data and tasks from one device to another has been identified as a promising approach for improving performance and reducing workload in the Internet of Things (IoT). However, offloading in a heterogeneous IoT environment, with a wide range of devices and technologies, can be challenging. Mobile edge devices, which provide low-latency connectivity and perform computation at the edge of the network, have been proposed to optimize offloading performance in such an environment.
In this literature review, we examine the existing research on using mobile edge devices as nodes for offloading in heterogeneous IoT. We present a comprehensive overview of the various approaches and techniques proposed for selecting the most appropriate device to handle offloaded tasks, including using machine learning algorithms for predicting performance and optimizing the offloading decision-making process. We also discuss the challenges and limitations of these approaches and provide directions for future research.
Our review highlights the potential of mobile edge devices as a solution for improving offloading performance in heterogeneous IoT and serves as a valuable resource for researchers and practitioners working in this field.
Rumpun Ilmu
Ilmu Komputer
Bahasa Asli/Original Language
English
Level
Internasional
Status
Dokumen Karya
No
Judul
Tipe Dokumen
Aksi
1
Full dokumen_IJCA.pdf
[PAK] Full Dokumen
2
Bukti Korepondensi.pdf
[PAK] Bukti Korespondensi Penulis
3
A Review on Optimizing Offloading Performance in Heterogeneous IoT using Mobile Edge Devices as Nodes (1).pdf