Publications Networking Intelligence Laboratory.

International Journal

Total 36건 1 페이지

2021
36

"ST-BFL: A Structured Transparency Empowered Cross-Silo Federated Learning on the Blockchain Framework" Umer Majeed, Latif U. Khan, Abdullah Yousafzai, Zhu Han, Bang Ju Park, Choong Seon Hong, IEEE Access, Vol. 9, pp.155634 - 155650, Nov. 2021.

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35

"CROWD-CDN: A cryptocurrency incentivized crowdsourced peer-to-peer content delivery framework" AbdullahYousafzaia, Priyan Malarvizhi Kumar, Choong Seon Hong, Computer Communications, Vol. 179, pp. 260-271, Nov. 2021.

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34

"Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces" Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong, IEEE Transactions on Communications, Vol. 69, Issue 11, pp. 7444-7457, Nov. 2021.

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33

"Dispersed Federated Learning: Vision, Taxonomy, and Future Directions" Latif U. Khan, Walid Saad, Zhu Han, and Choong Seon Hong, IEEE Wireless Communications Magazine, (in press), 192 - 198, October 2021.
32

"UAV-Assisted Free Space Optical Communication System with Amplify-and-Forward Relaying" M. T. Dabiri, S. Khankalantary, Md. J. Piran, I. S. Ansari, M. Uysal, W. Saad, Choong Seon Hong, IEEE Transactions on Vehicular Technology, Vol. 70, Issue 7, pp. 8926-8936, Sep. 2021.

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31

"Internet of Planets (IoP): A New Era of the Internet" Byungseok Kang, Francis Malute, Ovidiu Bagdasar, Choong Seon Hong, IEEE IT Professional, Vol. 23, Issue 3, pp. 76-81, May-June 2021.

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30

"FedSVRG Based Communication Efficient Scheme for Federated Learning in MEC Networks" Dawei Chen, Choong Seon Hong, Yiyong Zha, Yunfei Zhang, Xin Liu, Zhu Han, IEEE Transactions on Vehicular Technology, Vol. 70, Issue 7, pp. 7300-7304, Jul. 2021.

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29

"Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges" Latif U. Khan, Walid Saad, Zhu Han, Ekram Hossain, Choong Seon Hong, IEEE Communications Surveys and Tutorials, Vol. 23, Issue 3, pp. 1759-1799, third quarter 2021.

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28

"Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks" Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, IEEE Transactions on Mobile Computing, Vol. 22 Issue: 1, pp. 541 - 555, Jun. 02 2021.

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27

"Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks" Latif U. Khan, Zhu Han, Dusit Niyato, Choong Seon Hong, IEEE Transactions on Network and Service Management, Vol. 18, Issue 3, pp. 2641-2658, Sep. 2021.

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26

"On-device Computational Caching-Enabled Augmented Reality for 5G and Beyond: A Contract Theory-Based Incentive Mechanism" Tri Nguyen Dang, Kitae Kim, Latif U. Khan, S. M. Ahsan Kazmi, Zhu Han, Choong Seon Hong, EEE Internet of Things Journal, Vol. 8, Issue 24, pp.17382-17394, Dec. 2021.

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25

"Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks" Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor, IEEE Internet of Things Journal, Vol. 8, Issue 24, pp.17460-17475, Dec. 2021.

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24

"Cyber Insurance Design for Validator Rotation in Sharded Blockchain Networks: A Hierarchical Game Based Approach" Jing Li, Dusit Niyato, Choong Seon Hong, Kyung-Joon Park, Li Wang, Zhu Han, IEEE Transactions on Network and Service Management, Vol. 18, Issue 3, pp. 3092-3106, Sep. 2021.

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23

"Latency-sensitive Service Delivery with UAV-Assisted 5G Networks" Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, IEEE Wireless Communications Letters, Vol. 10. Issue 7, pp. 1518-1522, Apr. 2021.

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22

"When CVaR Meets with Bluetooth PAN: A Physical Distancing System for COVID-19 Proactive Safety" Md. Shirajum Munir, Do Hyeon Kim, Anupam Kumar Bairagi, Choong Seon Hong, IEEE Sensors Journal, Vol. 21, Issue 12, pp. 13858-13869, Mar. 2021.

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21

"Distributed and Democratized Learning: Philosophy and Research Challenges" Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Walid Saad, and Choong Seon Hong, IEEE Computational Intelligence Magazine, Vol. 16, Issue 1, pp. 49-62, Jan. 2021.

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20

"Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation" Canh T. Dinh, Nguyen H. Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli, IEEE/ACM Transactions on Networking, Vol. 29, Issue 1, pp. 398-409, Feb. 2021.

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19

"Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems" Md. Shirajum Munir, Nguyen H. Tran, Walid Saad, Choong Seon Hong, IEEE Transactions on Network and Service Management, Vol. 18, Issue 3, pp. 3353-3374, Sep. 2021.

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18

"Matching-Theory-Based Low-Latency Scheme for Multitask Federated Learning in MEC Networks" Dawei Chen, Choong Seon Hong, Li Wang, Yiyong Zha, Yunfei Zhang, Xin Liu, Zhu Han, IEEE Internet of Things Journal, Vol. 8, Issue 14, pp. 11415-11426, Jul. 2021.

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17

"Energy Efficient Federated Learning Over Wireless Communication Networks" Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Sheik-Bahaei, IEEE Transactions on Wireless Communications, Vol. 20, Issue 3, pp. 1935-1949, Mar. 2021.

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16

"An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach" Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong, IEEE Transactions on Wireless Communications, Vol. 20, Issue 8, pp. 4874-4887, Aug. 2021.

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15

"Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach" Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong, IEEE Transactions on Wireless Communications, Vol. 20, Issue 7, pp. 4585-4600, Jul. 2021.

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14

"Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach" Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui-Nam Huh, and Choong Seon Hong, IEEE Transactions on Network and Service Management, Vol. 18, Issue 3, pp. 3476-3497, Sep. 2021.

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13

"Energy-aware Resource Management for Federated Learning in Multi-access Edge Computing Systems" Chit Wutyee Zaw, Shashi Raj Pandey, Kiitae Kim, Choong Seon Hong, IEEE Access, Vol. 9, pp. 34938-34950, Jan. 2021.

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12

"Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach" Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen H. Tran, Zhu Han, Choong Seon Hong, IEEE Transactions on Intelligent Transportation Systems, Vol. 22, Issue 9, 5994 - 6006, Sep. 2021.

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11

"Deep Learning Based Caching for Self-Driving Cars in Multi-access Edge Computing" Anselme Ndikumana, Nguyen H. Tran, Do Hyeon Kim, Ki Tae Kim, and Choong Seon Hong, IEEE Transactions on Intelligent Transportation Systems, Vol. 22, Issue 5, pp. 2862-2877, May 2021.

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10

"Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks" Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, and Choong Seon Hong, IEEE Transactions on Communications, Vol. 69, Issue 6, pp. 3943-3956, Jun. 2021.

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9

"Joint Location, Bandwidth and Power Optimization for THz-Enabled UAV Communications" Luyao Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Christina Chaccour, Walid Saad, Choong Seon Hong, IEEE Communications Letters, Vol. 25, Issue 6, pp.1984-1988, Jun. 2021.

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8

"Blockchain for IoT-based Smart Cities: Recent Advances, Requirements, and Future" Umer Majeed, Latif U. Khan, Ibrar Yaqoob, S. M. Ahsan Kazmi, Khaled Salahb, Choong Seon Hong, Journal of Network and Computer Application, Vol. 181, pp. 1-22, May 2021.

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7

"On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation" Minchae Jung, Walid Saad, Merouane Debbah, Choong Seon Hong, IEEE Transactions on Wireless Communications,, Vol.20, Issue 7, pp. 4347-4363, Jul. 2021.

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6

"Coexistence Mechanism between eMBB and uRLLC in 5G Wireless Networks" Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen H. Tran, Sultan S Alshamrani, Mehedi Masud, Zhu Han, and Choong Seon Hong, IEEE Transactions on Communications, Vol. 69, Issue 3, pp. 1736-1749, Mar. 2021.

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5

"Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing" Yan Kyaw Tun, Yu Min Park, Nguyen H. Tran, Walid Saad, Shashi Raj Pandey, and Choong Seon Hong, IEEE Communications Letters, Vol. 25, Issue 1, pp. 249-253, Jan. 2021.

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4

"3D Channel Characterization and Performance Analysis of UAV-Assisted Millimeter Wave Links" Mohammad Taghi Dabiri, Mohsen Rezaee, Vahid Yazdanian, Behrouz Maham, Walid Saad, and Choong Seon Hong, IEEE Transactions on Wireless Communications, Vol. 20, Issue 1, pp. 110-125, Jan. 2021.

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3

"Latency Minimization in a Fuzzy-based Mobile Edge Orchestrator for IoT Applications" Van Dung Nguyen, Tran Trong Khanh, Thant Zin Oo, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, IEEE Communications Letters, Vol. 25, Issue.1, pp. 84-88, January 2021.

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2

"On the Role of Hash-based Signatures in Quantum-Safe Internet of Things: Current Solutions and Future Directions" Sabah Suhail, Rasheed Hussain, Abid Khan, Choong Seon Hong, IEEE Internet of Things Journal, Vol. 8, Issue 1, pp. 1-17, Jan. 2021.

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1

"Cloud- and IoT-based deep learning technique-incorporated secured health monitoring system for dead diseases" Priyan Malarvizhi Kumar, Choong Seon Hong, Gokulnath Chandra Babu, Jeeva Selvaraj, Usha Devi Gandhi, Soft Computing, Vol. 25, pp. 12159-12174, May 2021.

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