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

20 June 2019

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

31 / 31 papers shown

Title
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning Quoc-Viet Pham Thien Huynh-The M. Alazab Jun Zhao Won Joo Hwang 61 87 0 10 Jan 2021
Distributed Optimization for Energy-efficient Fog Computing in the Tactile Internet Yong Xiao Marwan Krunz 41 109 0 28 Jan 2020
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges Dinh C. Nguyen P. Pathirana Ming Ding Aruna Seneviratne 52 141 0 24 Aug 2019
Federated Learning: Challenges, Methods, and Future Directions Tian Li Anit Kumar Sahu Ameet Talwalkar Virginia Smith FedML 123 4,517 0 21 Aug 2019
Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on the Edge Matthias Meyer Timo Farei-Campagna Akos Pasztor Reto Da Forno Tonio Gsell Jérome Faillettaz Andreas Vieli S. Weber J. Beutel Lothar Thiele 31 35 0 22 Oct 2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 86 1,437 0 18 Oct 2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues Yaohua Sun M. Peng Yangcheng Zhou Yuzhe Huang S. Mao 60 435 0 24 Sep 2018
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning Guangxu Zhu Dongzhu Liu Yuqing Du Changsheng You Jun Zhang Kaibin Huang 52 506 0 02 Sep 2018
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning Xianfu Chen Honggang Zhang Celimuge Wu S. Mao Yusheng Ji Medhi Bennis OffRL 74 482 0 16 May 2018
Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge Takayuki Nishio Ryo Yonetani FedML 120 1,404 0 23 Apr 2018
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 251 1,709 0 14 Apr 2018
An Overview on Application of Machine Learning Techniques in Optical Networks F. Musumeci C. Rottondi A. Nag I. Macaluso D. Zibar Marco Ruffini M. Tornatore 62 467 0 21 Mar 2018
Security in Mobile Edge Caching with Reinforcement Learning Liang Xiao Xiaoyue Wan Canhuang Dai Xiaojiang Du Xiang Chen Mohsen Guizani 49 193 0 18 Jan 2018
A Taxonomy for Management and Optimization of Multiple Resources in Edge Computing Klervie Toczé Simin Nadjm-Tehrani 46 105 0 17 Jan 2018
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems A. Ferdowsi Ursula Challita Walid Saad 37 167 0 12 Dec 2017
A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges Carla Mouradian Diala Naboulsi Sami Yangui R. Glitho M. Morrow P. Polakos 52 850 0 30 Oct 2017
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial Mingzhe Chen Ursula Challita Walid Saad Changchuan Yin Mérouane Debbah 60 208 0 09 Oct 2017
Mobile Edge Computing Empowers Internet of Things N. Ansari Xiang Sun 42 99 0 01 Sep 2017
Computation Rate Maximization for Wireless Powered Mobile-Edge Computing with Binary Computation Offloading Suzhi Bi Y. Zhang 41 694 0 29 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 120 2,816 0 19 Aug 2017
Deep Learning Methods for Improved Decoding of Linear Codes Eliya Nachmani Elad Marciano Loren Lugosch W. Gross D. Burshtein Yair Be’ery 67 480 0 21 Jun 2017
Live Service Migration in Mobile Edge Clouds Andrew Machen Shiqiang Wang K. Leung Bongjun Ko Theodoros Salonidis 34 242 0 13 Jun 2017
Socially Trusted Collaborative Edge Computing in Ultra Dense Networks Lixing Chen Jie Xu 53 67 0 09 May 2017
Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing Jie Xu Lixing Chen Shaolei Ren 51 303 0 17 Mar 2017
On Using Micro-Clouds to Deliver the Fog Yehia El-khatib Barry Porter H. B. Ribeiro M. Zhani Junaid Qadir E. Rivière 36 98 0 06 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 175 1,539 0 25 Jan 2017
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konecný H. B. McMahan Daniel Ramage Peter Richtárik FedML 138 1,899 0 08 Oct 2016
Mobile Edge Computing, Fog et al.: A Survey and Analysis of Security Threats and Challenges R. Román Javier López M. Mambo 42 1,092 0 01 Feb 2016
Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process Shiqiang Wang Rahul Urgaonkar M. Zafer T. He Kevin S. Chan K. Leung 61 268 0 17 Jun 2015
Mobility-Induced Service Migration in Mobile Micro-Clouds Shiqiang Wang Rahul Urgaonkar T. He M. Zafer Kevin S. Chan K. Leung 39 105 0 17 Mar 2015
Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs Shiqiang Wang Rahul Urgaonkar T. He Kevin S. Chan M. Zafer K. Leung 43 236 0 09 Mar 2015