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A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals,
  Technology Integration, and State-of-the-Art
v1v2 (latest)

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

IEEE Access (IEEE Access), 2019
20 June 2019
Quoc-Viet Pham
Fang Fang
H. Vu
Md. Jalil Piran
Mai Le
L. Le
Won Joo Hwang
Z. Ding
ArXiv (abs)PDFHTML

Papers citing "A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art"

28 / 28 papers shown
Energy Efficient Task Offloading in UAV-Enabled MEC Using a Fully Decentralized Deep Reinforcement Learning Approach
Energy Efficient Task Offloading in UAV-Enabled MEC Using a Fully Decentralized Deep Reinforcement Learning Approach
Hamidreza Asadian-Rad
Hossein Soleimani
Shahrokh Farahmand
78
0
0
09 Aug 2025
POSEIDON : Efficient Function Placement at the Edge using Deep
  Reinforcement Learning
POSEIDON : Efficient Function Placement at the Edge using Deep Reinforcement LearningInternational Conference on Service Oriented Computing (ICSOC), 2024
Prakhar Jain
Prakhar Singhal
Divyansh Pandey
Giovanni Quatrocchi
Karthik Vaidhyanathan
129
0
0
10 Oct 2024
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A
  Model-Based Reinforcement Learning Approach
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach
Yuxuan Chen
Rongpeng Li
Xiaoxue Yu
Zhifeng Zhao
Honggang Zhang
362
18
0
03 Jun 2024
Rethinking Clustered Federated Learning in NOMA Enhanced Wireless
  Networks
Rethinking Clustered Federated Learning in NOMA Enhanced Wireless Networks
Yushen Lin
Kaidi Wang
Zhiguo Ding
163
8
0
05 Mar 2024
Graph neural network for in-network placement of real-time metaverse
  tasks in next-generation network
Graph neural network for in-network placement of real-time metaverse tasks in next-generation network
Sulaiman Muhammad Rashid
I. Aliyu
Il-Kwon Jeong
Tai-Won Um
Jinsul Kim
GNN
218
3
0
04 Mar 2024
Multiple Access in the Era of Distributed Computing and Edge
  Intelligence
Multiple Access in the Era of Distributed Computing and Edge Intelligence
Nikos G. Evgenidis
Nikos A. Mitsiou
Vasiliki I. Koutsioumpa
Sotiris A. Tegos
P. Diamantoulakis
G. Karagiannidis
196
30
0
26 Feb 2024
Beyond 5G Networks: Integration of Communication, Computing, Caching,
  and Control
Beyond 5G Networks: Integration of Communication, Computing, Caching, and ControlChina Communications (China Commun.), 2022
M. M. Adam
Liqiang Zhao
Kezhi Wang
Zhu Han
148
13
0
26 Dec 2022
Explainable AI over the Internet of Things (IoT): Overview,
  State-of-the-Art and Future Directions
Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future DirectionsIEEE Open Journal of the Communications Society (OJ-COMS), 2022
Senthil Kumar Jagatheesaperumal
Quoc-Viet Pham
Rukhsana Ruby
Zhaohui Yang
Chunmei Xu
Zhaoyang Zhang
297
89
0
02 Nov 2022
Label driven Knowledge Distillation for Federated Learning with non-IID
  Data
Label driven Knowledge Distillation for Federated Learning with non-IID Data
Minh-Duong Nguyen
Quoc-Viet Pham
D. Hoang
Long Tran-Thanh
Diep N. Nguyen
Won Joo Hwang
230
5
0
29 Sep 2022
Metaverse for Healthcare: A Survey on Potential Applications, Challenges
  and Future Directions
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future DirectionsIEEE Access (IEEE Access), 2022
Rajeswari Chengoden
Nancy Victor
Thien Huynh-The
Gokul Yenduri
Rutvij H. Jhaveri
M. Alazab
S. Bhattacharya
Pawan Hegde
Praveen Kumar Reddy Maddikunta
Thippa Reddy Gadekallu
147
275
0
09 Sep 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning
A Review of the Convergence of 5G/6G Architecture and Deep Learning
O. Odeyomi
Olubiyi O. Akintade
T. Olowu
G. Záruba
AILaw3DVAI4TS
200
1
0
16 Aug 2022
Autonomy and Intelligence in the Computing Continuum: Challenges,
  Enablers, and Future Directions for Orchestration
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration
Henna Kokkonen
Lauri Lovén
Naser Hossein Motlagh
Abhishek Kumar
Juha Partala
...
M. Bennis
Sasu Tarkoma
Schahram Dustdar
Susanna Pirttikangas
J. Riekki
343
36
0
03 May 2022
Aerial Computing: A New Computing Paradigm, Applications, and Challenges
Aerial Computing: A New Computing Paradigm, Applications, and ChallengesIEEE Internet of Things Journal (IEEE IoT J.), 2022
Quoc-Viet Pham
Rukhsana Ruby
Fang Fang
Dinh C. Nguyen
Zhaohui Yang
Mai Le
Zhiguo Ding
Won Joo Hwang
253
69
0
05 Apr 2022
SHED: A Newton-type algorithm for federated learning based on
  incremental Hessian eigenvector sharing
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
Nicolò Dal Fabbro
S. Dey
M. Rossi
Luca Schenato
FedML
373
17
0
11 Feb 2022
Edge-based fever screening system over private 5G
Edge-based fever screening system over private 5GIFIP International Information Security Conference (IFIP SEC), 2021
Murugan Sankaradas
Kunal Rao
Ravi Rajendran
Amit Redkar
S. Chakradhar
133
1
0
08 Feb 2022
Variational Autoencoders for Reliability Optimization in Multi-Access
  Edge Computing Networks
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing NetworksIEEE Wireless Communications and Networking Conference (WCNC), 2022
Arian Ahmadi
Omid Semiari
M. Bennis
Merouane Debbah
125
4
0
25 Jan 2022
Blockchain for Edge of Things: Applications, Opportunities, and
  Challenges
Blockchain for Edge of Things: Applications, Opportunities, and ChallengesIEEE Internet of Things Journal (IEEE IoT Journal), 2021
Thippa Reddy Gadekallu
Quoc-Viet Pham
Praveen Dinh C. Nguyen
Kumar Reddy Maddikunta
Prabadevi B N Deepa
Praveen Kumar
P. Pathirana
Jun Zhao
Won Joo Hwang
158
146
0
11 Oct 2021
A Predictive Application Offloading Algorithm Using Small Datasets for
  Cloud Robotics
A Predictive Application Offloading Algorithm Using Small Datasets for Cloud RoboticsIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021
Manoj Penmetcha
S. S. Kannan
B. Min
197
3
0
28 Aug 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and
  Challenges
Federated Learning Meets Blockchain in Edge Computing: Opportunities and ChallengesIEEE Internet of Things Journal (IEEE IoT Journal), 2021
Dinh C. Nguyen
Ming Ding
Quoc-Viet Pham
P. Pathirana
Long Bao
Jun Seneviratne
Jun Li
Dusit Niyato
Life Fellow Ieee Poor
FedML
243
540
0
05 Apr 2021
Energy Efficient Edge Computing: When Lyapunov Meets Distributed
  Reinforcement Learning
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning
Mohamed Sana
Mattia Merluzzi
N. Pietro
Emilio Calvanese Strinati
204
11
0
31 Mar 2021
Sum-Rate Maximization for UAV-assisted Visible Light Communications
  using NOMA: Swarm Intelligence meets Machine Learning
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine LearningIEEE Internet of Things Journal (IEEE IoT J.), 2020
Quoc-Viet Pham
Thien Huynh-The
M. Alazab
Jun Zhao
Won Joo Hwang
175
96
0
10 Jan 2021
Fusion of Federated Learning and Industrial Internet of Things: A Survey
Fusion of Federated Learning and Industrial Internet of Things: A Survey
S. Priya
Praveen Kumar
Quoc-Viet Pham
Kapal Dev
Reddy Maddikunta
Thippa Reddy
Thien Huynh-The
AI4CE
171
242
0
04 Jan 2021
Vehicular Network Slicing for Reliable Access and Deadline-Constrained Data Offloading: A Multi-Agent On-Device Learning Approach
Md Ferdous Pervej
Shih-Chun Lin
OffRL
111
1
0
31 Dec 2020
Design and Simulation of a Hybrid Architecture for Edge Computing in 5G
  and Beyond
Design and Simulation of a Hybrid Architecture for Edge Computing in 5G and BeyondIEEE transactions on computers (IEEE Trans. Comput.), 2020
H. Rahimi
Yvan Picaud
Salvatore Costanzo
G. Madhusudan
O. Boissier
K. Singh
170
38
0
31 Aug 2020
Intelligent Radio Signal Processing: A Survey
Intelligent Radio Signal Processing: A Survey
Quoc-Viet Pham
N. Nguyen
Thien Huynh-The
Long Bao Le
Kyungchun Lee
Won Joo Hwang
242
60
0
19 Aug 2020
Swarm Intelligence for Next-Generation Wireless Networks: Recent
  Advances and Applications
Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications
Quoc-Viet Pham
Dinh C. Nguyen
S. Mirjalili
D. Hoang
Diep N. Nguyen
P. Pathirana
Won Joo Hwang
149
16
0
30 Jul 2020
On the Use of Interpretable Machine Learning for the Management of Data
  Quality
On the Use of Interpretable Machine Learning for the Management of Data Quality
Anna Karanika
Panagiotis Oikonomou
Kostas Kolomvatsos
Christos Anagnostopoulos
108
2
0
29 Jul 2020
A Review on Computational Intelligence Techniques in Cloud and Edge
  Computing
A Review on Computational Intelligence Techniques in Cloud and Edge ComputingIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2020
M. Asim
Yong Wang
Kezhi Wang
Pei-qiu Huang
229
98
0
27 Jul 2020
1
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