Suchergebnisse - two-layer resource allocation algorithm

Large Scale Resource Allocation for the Internet of Things Network Based on ADMM von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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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Resource Allocation in Computation Offloading Based on improved two-layer Q-network Reinforcement Learning von 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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Stackelberg Game Based Resource Allocation Algorithm for Federated Learning in MEC Systems von 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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Multi-Objective Two-Layer Robust Optimisation Model for Water Resource Allocation in the Basin: A Case Study of Yellow River Basin, China von 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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Joint Optimization of Sensing-Communication-Computing Resource Allocation for Transparent and Secure Control in Distribution Networks von Fang, Xiaoming, Chen, Xinyi, Chen, Han, Li, Zewei, Chen, Xiaoqian, Huang, Huilin, Yao, Wenjie

“… Therefore, we propose a joint optimization algorithm of sensing-communication-computing resource allocation for transparent and secure control of distribution networks …”
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