Search Results - two-layer resource allocation algorithm

Large Scale Resource Allocation for the Internet of Things Network Based on ADMM by He, Yanhua, Zhang, Sunxuan, Tang, Liangrui, Ren, Yun

“…Large scale deployment of Internet of Things (IoT) devices poses challenges in resource allocation…”
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Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning by Wu, Wen, Chen, Nan, Zhou, Conghao, Li, Mushu, Shen, Xuemin, Zhuang, Weihua, Li, Xu

“… A dynamic RAN slicing framework is presented to dynamically allocate radio spectrum and computing resource, and distribute computation workloads for the slices…”
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Deep Reinforcement Learning Based Resource Allocation in Delay-Tolerance-Aware 5G Industrial IoT Systems by Wang, Heng, Bai, Yixuan, Xie, Xin

“…) is studied, and a two-layer structure resource allocation algorithm based on deep reinforcement learning (DRL) is proposed…”
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A Distributed Underwater Multi-Target Tracking Algorithm Based on Two-Layer Particle Filter by Kou, Kunhu, Li, Bochen, Ding, Lu, Song, Lei

“… tracking algorithm based on a two-layer particle filter with distributed probability fusion (TLPF-DPF) are proposed…”
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On the Energy Efficiency-Spectral Efficiency Tradeoff in MIMO-OFDMA Broadcast Channels by Jie Tang, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi Ashour, Shojaeifard, Arman

“… As a result, we propose an algorithm that decouples the multicarrier EE optimization problem to a set of single-carrier EE optimization problems…”
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Heterogeneous RAN slicing resource allocation using mathematical program with equilibrium constraints by Ma, Tengteng, Zhang, Yong, Han, Zhu, Li, Chen

“…‐layer resource allocation architecture in a heterogeneous radio access network (RAN) is proposed and it is formulated as a mathematical program with equilibrium constraints (MPEC…”
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Energy efficiency in heterogeneous networks by Jie Tang, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi, Shojaeifard, Arman

“… The EE resource allocation problem under consideration is a mixed combinatorial and non-convex optimization problem, which is extremely…”
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Joint Offloading Scheduling and Resource Allocation in Vehicular Edge Computing: A Two Layer Solution by Gao, Jian, Kuang, Zhufang, Gao, Jie, Zhao, Lian

“… The problem of joint task offloading scheduling and resource allocation in VEC is a challenge issue…”
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ADN source-load-storage cooperative two-layer optimal allocation based on ICSQPSO algorithm by Li, Xiaobang, Zhang, Kang, Zhao, Liying, Zhu, Liying, Lu, Zongqiang

“… These factors pose significant challenges to ADN resource allocation and operation regulation…”
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Resource Allocation for Energy Efficiency Optimization in Heterogeneous Networks by Tang, Jie, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi Ashour, Shojaeifard, Arman

“… The EE resource allocation problem under consideration is a mixed combinatorial and non-convex optimization problem, which is extremely…”
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Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach by He, Zhenli, Guo, Ying, Zhai, Xiaolong, Zhao, Mingxiong, Zhou, Wei, Li, Keqin

“…), often overlooking the competition that occurs among ESs from different providers. This article introduces an innovative two-layer game framework that captures…”
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Priority-Based Load Balancing With Multiagent Deep Reinforcement Learning for Space-Air-Ground Integrated Network Slicing by Tu, Haiyan, Bellavista, Paolo, Zhao, Liqiang, Zheng, Gan, Liang, Kai, Wong, Kai-Kit

“…Space-air-ground integrated network (SAGIN) slicing has been studied for supporting diverse applications, which consists of the terrestrial layer (TL) deployed…”
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A Two-Layer, Energy-Efficient Approach for Joint Power Control and Uplink–Downlink Channel Allocation in D2D Communication by Zhou, Li, Wu, Yucheng, Yu, Haifei

“… In this study, we proposed a power control and channel allocation scheme for the EE maximization of the D2D pairs, while jointly reusing uplink…”
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Two-Layer Edge Intelligence for Task Offloading and Computing Capacity Allocation with UAV Assistance in Vehicular Networks by Bi, Xiaodan, Zhao, Lian

“… Specifically, we propose a two-layer edge intelligence scheme to allocate network computing resources…”
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Two Layer Stackelberg Game-Based Resource Allocation in Cloud-Network Convergence Service Computing by Lyu, Ting, Xu, Haitao, Liu, Feifei, Li, Meng, Li, Lixin, Han, Zhu

“…, the hierarchical resource allocation problem is formulated as a two-layer game resource allocation problem. Subsequently, the backward induction method is used for game analysis, and Stackelberg…”
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Joint optimal allocation of regional water and land resources considering their mutual feed relationship by Su, Chengguo, Hu, Zhenglei, Yuan, Wenlin, Zhang, Jiaming, Yan, Denghua, Wang, Huiliang

“… of “basic units-computing units-hydrological response units”.•Use of a two-layer nested algorithm involving successive approximation and nonlinear programming (SA-NLP…”
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Stackelberg Game Based Resource Allocation Algorithm for Federated Learning in MEC Systems by Tang, Xiongyan, Wang, Yue, Huang, Rong, Chen, Gao, Wang, Liwen

“… We model the resource allocation of the MEC server and EDs as a two-layer Stackelberg game model and design two-layer utility functions…”
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Resource Allocation in Computation Offloading Based on improved two-layer Q-network Reinforcement Learning by Hussein, Maryam Thabit, Shoja, Ehsan

“… A critical issue in CEC is the allocation of resources for offloading tasks, which involves determining the timing and location for executing each subtask…”
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Multi-Objective Two-Layer Robust Optimisation Model for Water Resource Allocation in the Basin: A Case Study of Yellow River Basin, China by Di, Danyang, Hu, Hao, Duan, Shikun, Shi, Qi, Wang, Huiliang, Xiao, Lizhong

“… The traditional extensive water resource allocation model is no longer suitable for the diverse demands of sustainable development in river basins…”
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Research on 5G Network Slicing Algorithm Based on the Smart Grid by Teng, Wanyi, Yang, Xu

“…). It is divided into two layers, which are the user layer and the slice allocation layer. By adopting different resource allocation methods to better meet the service…”
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