Article (Scientific journals)
A survey of multi-access edge computing in 5G and beyond: Fundamentals, technology integration, and state-of-the-art
Pham, Quoc Viet; Fang, Fang; Ha, Vu Nguyen et al.
2020In IEEE Access
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Keywords :
5G and beyond network; Internet of Things; edge computing
Abstract :
[en] Driven by the emergence of new compute-intensive applications and the vision of the Internet of Things (IoT), it is foreseen that the emerging 5G network will face an unprecedented increase in traffic volume and computation demands. However, end users mostly have limited storage capacities and finite processing capabilities, thus how to run compute-intensive applications on resource-constrained users has recently become a natural concern. Mobile edge computing (MEC), a key technology in the emerging fifth generation (5G) network, can optimize mobile resources by hosting compute-intensive applications, process large data before sending to the cloud, provide the cloud-computing capabilities within the radio access network (RAN) in close proximity to mobile users, and offer context-aware services with the help of RAN information. Therefore, MEC enables a wide variety of applications, where the real-time response is strictly required, e.g., driverless vehicles, augmented reality, robotics, and immerse media. Indeed, the paradigm shift from 4G to 5G could become a reality with the advent of new technological concepts. The successful realization of MEC in the 5G network is still in its infancy and demands for constant efforts from both academic and industry communities. In this survey, we first provide a holistic overview of MEC technology and its potential use cases and applications. Then, we outline up-to-date researches on the integration of MEC with the new technologies that will be deployed in 5G and beyond. We also summarize testbeds and experimental evaluations, and open source activities, for edge computing. We further summarize lessons learned from state-of-the-art research works as well as discuss challenges and potential future directions for MEC research.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Pham, Quoc Viet
Fang, Fang
Ha, Vu Nguyen  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
Piran, Md. Jalil
Le, Mai
Le, Long Bao
Hwang, Won-Joo
Ding, Zhiguo
External co-authors :
yes
Language :
English
Title :
A survey of multi-access edge computing in 5G and beyond: Fundamentals, technology integration, and state-of-the-art
Publication date :
10 June 2020
Journal title :
IEEE Access
ISSN :
2169-3536
Publisher :
Institute of Electrical and Electronics Engineers, Piscataway, United States - New Jersey
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Computational Sciences
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