Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users

Cited by (175)

Items 101–175 of 175

1. Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game
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2. Joint optimization of user association and resource allocation in cache-enabled terrestrial-satellite integrating network
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3. QoE-Aware Bandwidth Resource Allocation Strategy for Ultra-High-Definition Video Services in B5G: A Game Theoretic Approach
   Zaijian Wang, Xiaoao Liu, Huimin Gu, Shiwen Mao, Zikang Peng · 2024 · IEEE Internet of Things Journal
4. Q-Learning for Content Placement in Wireless Cooperative Caching
   Zhong Yang, Yuanwei Liu, Yue Chen · 2018 · Globecom
5. Time Series Prediction With Incomplete Dataset Based on Deep Bidirectional Echo State Network
   Qiang Wang, Linqing Wang, Ying Liu, Jun Zhao, Wei Wang · 2019 · IEEE Access
6. ESN Reinforcement Learning for Spectrum and Flight Control in THz-Enabled Drone Networks
   Sabarish Krishna Moorthy, Maxwell McManus, Zhangyu Guan · 2021 · IEEE/ACM Transactions on Networking
7. An Efficient Content Delivery System for 5G CRAN Employing Realistic Human Mobility
   Chun Pong Lau, Abdulrahman Alabbasi, Basem Shihada · 2018 · IEEE Transactions on Mobile Computing
8. ML/AI Empowered 5G and beyond Networks
   Mustafa Al-Khafaji, Lina Elwiya · 2022 · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
9. An MEC-Enabled Wireless VR Transmission System with View Synthesis-based Caching
   Jianmei Dai, Danpu Liu · 2019 · IEEE Wireless Communications and Networking Conference Workshops (WCNCW)
10. Incentivized Social-Aware Proactive Device Caching With User Preference Prediction
    Jiazhi Ren, Hui Tian, Yuanzhuo Lin, Shaoshuai Fan, Gaofeng Nie, Hao Wu, Fan Zhang · 2019 · IEEE Access
11. Storage-Efficient Edge Caching With Asynchronous User Requests
    Zhanyuan Xie, Wei Chen · 2019 · IEEE Transactions on Cognitive Communications and Networking
12. Content Pushing Over Idle Timeslots: Performance Analysis and Caching Gains
    Changkun Li, Wei Chen · 2021 · IEEE Transactions on Wireless Communications
13. Monte-Carlo Tree Search Aided Contextual Online Learning Approach for Wireless Caching
    Yang Du, Pengyu Gao, Xiaodong Wang, Binhong Dong, Zhi Chen, Shaoqian Li · 2018 · IEEE Globecom Workshops (GC Wkshps)
14. Meta-Learning-Based Deep Learning Model Deployment Scheme for Edge Caching
    Kyi Thar, Thant Zin Oo, Zhu Han, Choong Seon Hong · 2019 · International Conference on Network and Service Management (CNSM)
15. Deep Multi‐Agent Reinforcement Learning for Cooperative Edge Caching
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16. Machine Learning-Driven Edge Caching for Industry 5.0: A Survey of Collaborative and Inference-Enabled Techniques
    Ritabrata Maiti, A. S. Madhukumar, Tan Zheng Hui Ernest · 2026 · IEEE Open Journal of the Communications Society
17. On Attacking Future 5G Networks with Adversarial Examples: Survey
    Mikhail Zolotukhin, Di Zhang, Timo Hämäläinen, Parsa Miraghaei · 2022 · Network
18. Maximum Profit of Real-Time IoT Content Retrieval by Joint Content Placement and Storage Allocation in C-RANs
    Chia‐Cheng Hu, Jeng‐Shyang Pan · 2020 · IEEE Transactions on Cloud Computing
19. Analysis of Memory Capacity for Deep Echo State Networks
    Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad · 2018 · International Conference on Machine Learning and Applications
20. Collaboratively Replicating Encoded Content on RSUs to Enhance Video Services for Vehicles
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21. CN-LBP: Complex Networks-Based Local Binary Patterns for Texture Classification
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22. A Deep Echo State Network-Based Novel Signal Processing Approach for Underwater Wireless Optical Communication System with PAM and OFDM Signals
    Kexin Wang, Yihong Gao, Mauro Dragone, Yvan Pétillot, Xu Wang · 2023 · Photonics
23. mm‐Wave micro‐wave integrated Sub‐RAN for CRAN performance enhancement
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24. A QoE-based 360° Video Adaptive Bitrate Delivery and Caching Scheme for C-RAN
    Shunyi Wang, Xiaobin Tan, Simin Li, Xiang Xu, Jian Yang, Quan Zheng · 2020 · International Conference on Mobility, Sensing and Networking (MSN)
25. Multi-Objective Learning for Efficient Content Caching for Mobile Edge Networks
    Te Chen, Binhong Dong, Yantao Chen, Yang Du, Shaoqian Li · 2020 · 2012 International Conference on Computing, Networking and Communications (ICNC)
26. Transcoding-Enabled Edge Caching Strategy Optimization: A Dual-Timescale Meta-Learning-Based Stackelberg Game Approach
    Dan Wang, Keke Zhu, Bin Song, Fei Richard Yu · 2025 · IEEE Internet of Things Journal
27. Ultra-Low Latency Wireless Communications for Deterministic Networking: A Cross-Layer Approach
    Yalei Wang, Wei Chen, H. Vincent Poor · 2022 · International Conference on Communications
28. Minimizing traffic cost of content distribution and storage allocation in cloud radio access networks
    Chia‐Cheng Hu, Wenwu Liu, Jeng‐Shyang Pan · 2023 · Computer Networks
29. Service caching and user association in cache enabled multi-UAV assisted MEN for latency-sensitive applications
    Manoj Kumar Somesula, Mekala Ratna Raju, Mallikarjun Reddy Dorsala, Banalaxmi Brahma, Sai Krishna Mothku · 2024 · Computers & Electrical Engineering
30. Machine Learning-Driven Optimal Proactive Edge Caching in Wireless Small Cell Networks
    Pei-Ying Lin, Hsiao-Ting Chiu, Rung-Hung Gau · 2019 · IEEE Vehicular Technology Conference
31. Joint uplink and downlink delay‐aware resource allocation in C‐RAN
    Masumehsadat Tohidi, Hamidreza Bakhshi, Saeedeh Parsaeefard · 2019 · Transactions on Emerging Telecommunications Technologies
32. Online User-AP Association With Predictive Scheduling in Wireless Caching Networks
    Xi Huang, Shuang Zhao, Xin Gao, Ziyu Shao, Hua Lin Qian, Yang Yang · 2020 · IEEE Transactions on Mobile Computing
33. Q-Learning Based Social Community-Aware Energy Efficient Cooperative Caching in 5G Networks
    Han Yeo Reum Im, Kyi Thar, Choong Seon Hong · 2019 · International Conference on Ubiquitous and Future Networks
34. Predictive Caching in Non-Stationary Environments: A Time Series Prediction and Survival Analysis Approach
    Javane Rostampoor, Raviraj Adve, Ali Afana, Yahia Ahmed · 2024 · IEEE Open Journal of the Communications Society
35. Why Simple Models Perform Well in Predicting Popularity for Caching?
    Jiajun Wu, Chenyang Yang · 2019 · Asia-Pacific Conference on Communications (APCC)
36. Machine Learning based Distributed Dynamic Spectrum Access
    Sonia, Sandeep Kumar Singh · 2022 · International Conference on Emerging Trends in Engineering and Technology (ICETET)
37. Echo State Network-Based Content Prediction for Mobile Edge Caching Networks
    Zengyu Cai, Xi Chen, Jianwei Zhang, Liang Zhu, Xin‐Hua Hu · 2023 · International Journal of Information Technology and Web Engineering
38. A Revised Multinomial Logit (RevMNL) Choice Model for Wireless Content Caching Networks
    Yaru Fu, Xinyu Xu, Hanlin Liu, Tony Q. S. Quek · 2023 · International Conference on Communications
39. A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing
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40. Edge Caching Placement Optimization for Improving User Experience
    Jian Luo, Bing Tang, Yu Liu, Qing Yang · 2024 · International Conference on Internet of Things and Cloud Computing Technology (IoTCCT)
41. Time-Varying Mobile Edge Computing for Capacity Maximization
    Yunyun Cai, Peiyan Yuan · 2020 · IEEE Access
42. Joint User Association and Power Allocation for multimedia services in coded cache-enabled HetNets
    Fangfang Yin, Anyue Wang, Zhilong Zhang, Danpu Liu · 2018 · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
43. Online Learning Framework Based on User-Centric Access Behavior
    Guo-Hao Huang, Hao Jiang, Jing Xie, Yuanyuan Zeng, Shuwen Yi · 2018 · IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
44. Edge Caching and Resource Allocation Scheme of Downlink Cloud Radio Access Networks With Fronthaul Compression
    Jun Zhang, Yachao Xu, Wenchao Xia, Yanli Xu, Shu Cai, Hongbo Zhu · 2019 · IEEE Access
45. Terminal-Edge-Cloud Collaboration: An Enabling Technology for Robust Multimedia Streaming
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46. Cloud platform incorporating dynamic modularity for improved service to subscribers
    Ayodele Abiola Periola, Victor A. Ajisafe, Mayowa O. Oyediran · 2021 · Journal of Ambient Intelligence and Humanized Computing
47. Context-Aware Edge Caching Strategy Based On Mobility Prediction
    Xiaowei Zhao, Zhang Lian, Mingchu Li · 2023 · International Conference on Networks, Communications and Information Technology (CNCIT)
48. Collaborative Caching Strategy Based on Clustering in Vehicle Naming Data Network
    Yiqi Gui, Pengcheng Wang, Penghai Li, Zhiwei Hang, Lu Zhang, Lejun Zhang · 2025 · IEEE Internet of Things Journal
49. Graph-Theoretic Approach for Cache Placement and Delay optimization in Cache-Enabled Mobile Networks
    Fang Dong, Tianyu Wang, Shaowei Wang · 2018 · International Conference on Wireless Communications and Signal Processing (WCSP)
50. Q-Learning Based D2D Offloading for Statistical QoS Provisioning Over 5G Multimedia Edge-Computing Wireless Networks
    Jingqing Wang, Xi Zhang · 2019 · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
51. 3D Trajectory Design of UAV Based on Deep Reinforcement Learning in Time-varying Scenes
    Qingya Li, Li Guo, Chao Dong, Xidong Mu · 2021 · International Conference on Communication and Information Processing (ICCIP)
52. Online Education Oriented Design and Estimation of Ideological and Political: An Edge Computing Approach
    Ziqiao Wang, Zhefeng Yin · 2023 · Journal of Multimedia Information System
53. Energy-Efficient Multicast/Unicast Edge Caching for Dense Small Cell Networks with Graph Theory
    Safa Mrad, Soumaya Hamouda, Bodhaswar T Maharaj · 2018 · IEEE Vehicular Technology Conference
54. Separate analysis of cell‐edge and cell‐centre user performance for irregular massive MIMO network with interference cancellation
    Changshan Chen, Xinsheng Zhao · 2018 · IET Communications
55. Dynamic theoretic proactive caching placement game for energy saving in H‐CRAN
    Safa Mrad, Soumaya Hamouda · 2020 · International Journal of Communication Systems
56. Mitigating Location-based Attacks Using Predication Models in Vehicular Ad-Hoc Networks
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57. Optimal Designs of SVC-Based Content Placement and Delivery in Wireless Caching Networks
    Xuewei Zhang, Lin Zhang, Yuan Ren, Jing Jiang, Junxuan Wang · 2023 · Sensors
58. Artificial Intelligence for 5G Wireless Systems: Opportunities, Challenges, and Future Research Directions
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59. Optimization of proactive services with uncertain predictions
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60. Research on Sparsity of Output Synapses in Echo State Networks
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61. Big Data/Machine Learning and D2D
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62. Content placement for minimizing transmission cost in multiple cloud radio access networks
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63. Game theoretic approaches for design of information centric networks (ICN) and spectrum sharing
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64. Clustering algorithms to further enhance predictable situational data in vehicular ad-hoc networks
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65. Improvement of Online Education Based on A3C Reinforcement Learning Edge Cache
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66. Joint Placement and Scheduling Optimization for Wireless Content Caching Networks: An I/O Latency Minimization Consideration
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70. A Hotspot Prediction Scheme Based on Ensemble Learning With Adaptive Beamforming for Virtual Small Cell in 5G Networks
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71. Flying Duck Formation Energy Optimization Algorithm (FDEOA): A Swarm-Based Algorithm to Select Cluster Heads in Wireless Sensor Networks
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72. A Study on the Application of Deep Learning in Beamforming Design for Multi-user Systems
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73. A Transformer-Assisted Cooperative Caching Framework with Q-Learning Optimization for Internet of Vehicles
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74. Proactive caching in cloud and D2D assisted multi-tier cellular networks
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