W Li, Y Cai, W Wen - Journal of Physics: Conference Series, 2024 - iopscience.iop.org
67 天前 - … With the emergence and evolution of the 6G wirelesscommunicationnetwork, MEC … of the computing edge server (CES), the computing power of a single edge node is limited. …
N JIN, WQ ZHOU, XY ZHOU… - Journal of Beijing …, 2024 - journal.bupt.edu.cn
85 天前 - … Cooperative D2D communication in downlink cellularnetworks with energy harvesting capability[C]椅2017 13th International Wireless Communications and Mobile Computing …
SE Jeon, JW Jung, K Lee… - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
120 天前 - … nature of wirelessmobilenetworks. … and cache replacement. In addition, to see the effectiveness of the proposed DRL approach, we compare it with several learning-based …
S Kaliraj, V Sivakumar, N Premkumar… - Concurrency and …, 2024 - Wiley Online Library
122 天前 - … Neural caching during task execution is provided by reinforcementlearningbased on … After that, it increases the load in the cellularnetwork and also cloud servers. Based on …
M Zhao, MR Nakhai - … Communications and Networking …, 2024 - ieeexplore.ieee.org
138 天前 - … edgecaching system consisting of one cloud center that stores a total number of F files, and M edge servers within the coverage of a central infostation. Each edge server is co-…
S Kopp, RM Silveira - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
175 天前 - … presents a MachineLearningbased service orchestration … to configure a Machine Learning engine based on Deep Q-… for measuring the cache hit rate is by using the cache hit …
Z Wei, Y Zhao, Z Lyu, X Yuan, Y Zhang, L Feng - Computer Networks, 2024 - Elsevier
205 天前 - … , and the need to relearn network parameters for new tasks. To … reinforcement learning-based cooperative edgecaching … the multi-agent deepreinforcement learning (MADRL) …
M Xie, J Ye, G Zhang, X Ni - Computer Networks, 2024 - Elsevier
205 天前 - … Table (DHT) network and established a distributed edgecache system to reduce system … edgecaching algorithm, to establish a decentralized cachingnetwork. DECA utilizes a …
S Chai, J Huang - Journal of Grid Computing, 2024 - Springer
206 天前 - … offloading possibilities but also cache the most successful … mobile processors share multiple heterogeneous edge servers. We propose a deepreinforcementlearning-based …