A Hybrid Proactive Caching System in Vehicular Networks Based on Contextual Multi-Armed Bandit Learning

A Hybrid Proactive Caching System in Vehicular Networks Based on Contextual Multi-Armed Bandit Learning

Proactive edge caching has been regarded as an effective approach to satisfy user experience in mobile networks by providing seamless content transmission and reducing network delay. This is particularly useful in rapidly changing vehicular networks. This paper addresses the proactive edge caching (...

Bibliografiset tiedot
Päätekijät:	Qiao Wang, David Grace
Aineistotyyppi:	Artikkeli
Kieli:	English
Julkaistu:	IEEE 2023-01-01
Sarja:	IEEE Access
Aiheet:	Proactive edge caching reinforcement learning multi-armed bandit learning mobility prediction vehicular networks roadside units (RSUs)
Linkit:	https://ieeexplore.ieee.org/document/10077392/

Samankaltaisia teoksia

Proactive Edge Caching in Vehicular Networks: An Online Bandit Learning Approach
Tekijä: Qiao Wang, et al.
Julkaistu: (2022-01-01)

Optimized Distributed Proactive Caching Based on Movement Probability of Vehicles in Content-Centric Vehicular Networks
Tekijä: Seungmin Oh, et al.
Julkaistu: (2022-04-01)

Mobility-Aware Proactive Edge Caching Optimization Scheme in Information-Centric IoV Networks
Tekijä: Salahadin Seid Musa, et al.
Julkaistu: (2022-02-01)

Design of Multi-Armed Bandit-Based Routing for in-Network Caching
Tekijä: Gen Tabei, et al.
Julkaistu: (2023-01-01)

Hedging using reinforcement learning: Contextual k-armed bandit versus Q-learning
Tekijä: Loris Cannelli, et al.
Julkaistu: (2023-11-01)

Efficient Vehicular Edge Computing: A Novel Approach With Asynchronous Federated and Deep Reinforcement Learning for Content Caching in VEC
Tekijä: Wentao Yang, et al.
Julkaistu: (2024-01-01)

Collaborative Multicast Proactive Caching Scheme Based on AAE
Tekijä: LIU Xin, WANG Jun, SONG Qiao-feng, LIU Jia-hao
Julkaistu: (2022-09-01)

Smart Proactive Caching: Paving the Way for Efficient Caching in Vehicular ICN
Tekijä: Ihsan Ullah, et al.
Julkaistu: (2024-01-01)

Deep Reinforcement Learning for Edge Caching with Mobility Prediction in Vehicular Networks
Tekijä: Yoonjeong Choi, et al.
Julkaistu: (2023-02-01)

On Learning Suitable Caching Policies for In-Network Caching
Tekijä: Stefani Pires, et al.
Julkaistu: (2024-01-01)

Conservative Contextual Combinatorial Cascading Bandit
Tekijä: Kun Wang
Julkaistu: (2021-01-01)

Multi-armed linear bandits with latent biases
Tekijä: Kang, Qiyu, et al.
Julkaistu: (2024)

Recursive deep reinforcement learning-based collaborative caching relay algorithm in mobile vehicular edge network
Tekijä: WU Honghai, et al.
Julkaistu: (2024-11-01)

Adaptive Noise Exploration for Neural Contextual Multi-Armed Bandits
Tekijä: Chi Wang, et al.
Julkaistu: (2025-01-01)

Dynamic Grouping within Minimax Optimal Strategy for Stochastic Multi-ArmedBandits in Reinforcement Learning Recommendation
Tekijä: Jiamei Feng, et al.
Julkaistu: (2024-04-01)

Signal detection models as contextual bandits
Tekijä: Thomas N. Sherratt, et al.
Julkaistu: (2023-06-01)

Contextual Multi-Armed Bandit With Costly Feature Observation in Non-Stationary Environments
Tekijä: Saeed Ghoorchian, et al.
Julkaistu: (2024-01-01)

Bandit Learning-Based Distributed Computation in Fog Computing Networks: A Survey
Tekijä: Hoa Tran-Dang, et al.
Julkaistu: (2023-01-01)

Multi-Armed Bandits in Brain-Computer Interfaces
Tekijä: Frida Heskebeck, et al.
Julkaistu: (2022-07-01)

An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits
Tekijä: Isaac J. Sledge, et al.
Julkaistu: (2018-02-01)

Intelligent Caching for Mobile Video Streaming in Vehicular Networks with Deep Reinforcement Learning
Tekijä: Zhaohui Luo, et al.
Julkaistu: (2022-11-01)

Multi-arm bandit-led clustering in federated learning
Tekijä: Zhao, Joe Chen Xuan
Julkaistu: (2024)

Distributed Weighted Data Aggregation Algorithm in End-to-Edge Communication Networks Based on Multi-armed Bandit
Tekijä: Yifei ZOU, Senmao QI, Cong'an XU, Dongxiao YU
Julkaistu: (2023-02-01)

Mobility-Aware Edge Caching for Minimizing Latency in Vehicular Networks
Tekijä: Yousef AlNagar, et al.
Julkaistu: (2022-01-01)

Multi-Armed-Bandit Based Channel Selection Algorithm for Massive Heterogeneous Internet of Things Networks
Tekijä: So Hasegawa, et al.
Julkaistu: (2022-07-01)

Multi-armed bandit based device scheduling for crowdsensing in power grids
Tekijä: Jie Zhao, et al.
Julkaistu: (2023-02-01)

Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models
Tekijä: Adam Elwood, et al.
Julkaistu: (2023-01-01)

Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm
Tekijä: Emanuele Cavenaghi, et al.
Julkaistu: (2021-03-01)

Bandit Learning-Based Edge Caching for 360-Degree Video Streaming With Switching Cost
Tekijä: Zhendong Yu, et al.
Julkaistu: (2022-01-01)

Learning the Truth in Social Networks Using Multi-Armed Bandit
Tekijä: Olusola T. Odeyomi
Julkaistu: (2020-01-01)

Transfer restless multi-armed bandit policy for energy-efficient heterogeneous cellular network
Tekijä: Navikkumar Modi, et al.
Julkaistu: (2019-10-01)

Demystifying the Two-Armed Futurity Bandit’s Unfairness and Apparent Fairness
Tekijä: Huaijin Liang, et al.
Julkaistu: (2024-05-01)

Causal contextual bandits with one-shot data integration
Tekijä: Chandrasekar Subramanian, et al.
Julkaistu: (2024-12-01)

Cooperative Content Caching Framework Using Cuckoo Search Optimization in Vehicular Edge Networks
Tekijä: Sardar Khaliq uz Zaman, et al.
Julkaistu: (2023-01-01)

UAV-Assisted Caching Strategy Based on Content Cache Pricing in Vehicular Networks
Tekijä: Ting Gong, et al.
Julkaistu: (2023-08-01)

Exploring Multi-Armed Bandit (MAB) as an AI Tool for Optimising GMA-WAAM Path Planning
Tekijä: Rafael Pereira Ferreira, et al.
Julkaistu: (2024-05-01)

Computing Offloading Based on TD3 Algorithm in Cache-Assisted Vehicular NOMA–MEC Networks
Tekijä: Tianqing Zhou, et al.
Julkaistu: (2023-11-01)

Adversarial Autoencoder and Multi-Armed Bandit for Dynamic Difficulty Adjustment in Immersive Virtual Reality for Rehabilitation: Application to Hand Movement
Tekijä: Kenta Kamikokuryo, et al.
Julkaistu: (2022-06-01)

A Contextual-Bandit-Based Approach for Informed Decision-Making in Clinical Trials
Tekijä: Yogatheesan Varatharajah, et al.
Julkaistu: (2022-08-01)

Efficient Data Dissemination in Cooperative Multi-RSU Vehicular Ad Hoc Networks (VANETs)
Tekijä: Nawaz Ali, G.G.Md., et al.
Julkaistu: (2016)