Intelligent resource allocation

Author: zypl

August undefined, 2024

Nettet16. mar. 2024 · RL algorithms have been widely applied in allocating network resources in wireless networks, such as service migra- tion in vehicular networks [11], network slicing in cellular networks [12],... Nettet25. mar. 2013 · An intelligent resource allocation mechanism in the cloud computing environment Abstract: In cloud computing, all kinds of idle resources can be pooled …

Intelligent Resource Allocation in Dense LoRa Networks using …

Nettet9. okt. 2024 · To this end, we propose a federated reinforcement learning-based resource allocation scheme to solve the proposed model without complete state information. The proposed scheme enables QKD managers and controllers to train a global QKD resource allocation policy while keeping their private experiences local. Nettet22. mar. 2024 · Intelligent Resource is a wholly owned company within Resource Solutions Group (RSG); an experienced and well established recruitment partner with a … pullman 64 roma

Resource Allocation in Intelligent Reflecting Surface Assisted …

NettetIntelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning Inaam Ilahi 1, Muhammad Usama;2, Muhammad Omer Farooq3, Muhammad … Nettet8. mar. 2024 · Resource allocation is a process in project management that helps project managers identify the right resources, and assign them to project tasks in order to meet project objectives. Project resources can be material, equipment, financial, or human resources. Typically, resource allocation is done during the early stages of a … Nettet13. apr. 2024 · A fair weight w k tries to force proper resource allocation to intelligent meters. w k is a token-based value. If a smart meter has yet to be transmitted on several frames, it accumulates the token matters related to each. When the intelligent meter successfully sends, it adds no value. The w k value is the inverse of the number of … pullman 643

Resource Allocation Technology Glossary Definitions G2

Nettet1. feb. 2024 · In our model, we defined the resource allocation strategy as a Markov decision process and using function approximation without making assumptions about the optimization goal and reducing the complexity of resource allocation computing. Nettet10. jun. 2024 · Intelligent Virtual Resource Allocation of QoS-Guaranteed Slices in B5G-Enabled VANETs for Intelligent Transportation Systems. Abstract: 5G … pullman 633NettetIntelligent resource allocation allows us to use the available resources on existing network slices efficiently and offer load balancing. Our proposed DeepSlice model will be able to make smart decisions and select the most appropriate network slice, even in case of a network failure. pullman 625

"Nettet18. mar. 2024 · Resource allocation, also known as resource scheduling, recognizes and assigns resources for a specific period to various activities. These activities can be either project or non-project work such as BAU, admin, support, operation, etc. Efficient allocation of resources ensures projects are delivered within time and budget. " - Intelligent resource allocation

Intelligent resource allocation

Mobility-Aware Resource Allocation in Multi-Access Edge

Nettet14. aug. 2024 · This article investigates the downlink communications of intelligent reflecting surface (IRS) assisted non-orthogonal multiple access (NOMA) systems. To … NettetGrained Management in 5G: DQN Based Intelligent Resource Allocation for Network Function Virtualization in C-RAN,” authored by Zhang, Dong, and Ota, introduced a DQL (Deep Q-learning Network) based intelligent resource management method to improve the quality-of-service (QoS) under limited network resources. The simulation shows …

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NettetIntelligent Resource Allocation for Video Analytics in Blockchain-Enabled Internet of Autonomous Vehicles With Edge Computing. Abstract: Video surveillance in intelligent … Nettet18. nov. 2024 · An Intelligent Resource Allocation Strategy for 5G Vehicular Networks November 2024 DOI: 10.1109/AUTEEE56487.2024.9994525 Conference: 2024 IEEE 5th International Conference on Automation,...

Nettet25. jan. 2024 · The RLA algorithm is a resource allocation reinforced learning method, while the CMA algorithm is a resource optimization algorithm in the cognitive radio … NettetIn MDP, the IRS-enhanced spectrum sharing secure communication system with OFDM is considered as an environment, and the central controller of BS is considered as an intelligent agent. Apart from environment and agent, the MDP problem also consists of state, action, reward and transition probability.

NettetIn [28], a DRL based neural network and a deep-unfolding neural network were applied to optimize the beam selection and digital precoding matrices in the millimeter … Nettet28. sep. 2024 · In this paper, we show how a resource allocation problem can be solved through Integer Linear Programming (ILP). A detailed illustrative example is presented, …

Nettet22. mar. 2024 · In the intelligent edge resource allocation system model, it could be applied on HAPSs, satellites, ground base stations, etc. Secondly, we utilize …

NettetAbstract: In this paper, we study the resource allocation problem for an intelligent reflecting surface (IRS)-assisted OFDM system. The system sum rate maximization framework is formulated by jointly optimizing subcarrier allocation, base station transmit beamforming and IRS phase shift. pullman 65Nettet23. mar. 2024 · This paper studies an intelligent reflecting surface (IRS)-assisted wireless-powered communication network (WPCN), where a hybrid access point (HAP) broadcasts energy signals to multiple devices for their energy harvesting in the downlink (DL) and then the devices use the harvested energy to transmit information signals to … pullman 65 postiNettetOptimizing resource allocation can be incredibly challenging when you consider the number of moving parts required across multiple large-scale client engagements. An intelligent resource management software solution can help your firm to overcome these complexities and allocate your resources strategically. pullman 66Nettet25. okt. 2024 · It guarantees the efficient allocation of virtual machines on physical machines with multiple NUMA (nonuniform memory access) domains by minimizing contention between workloads. We prove that our solutions for data placement and virtual machine allocation outperform other state-of-the-art approaches. Keywords: pullman 68 torinoNettetThis paper investigates the joint design of user association and resource allocation algorithm for multiple intelligent reflecting surfaces (IRSs) aided downlink communication systems, where a base station serves a group of ultra-reliable low-latency communication (URLLC) users. We employ IRSs to enhance the communication channel and increase … pullman 66 milanoNettet25. apr. 2024 · Intelligent resource allocation in mobile blockchain for privacy and security transactions: a deep reinforcement learning based approach Zhaolong Ning, … pullman 65 passianoNettet20. feb. 2024 · The intelligent task offloading method based on Deep Q-network that can optimize computation capability of the multi-edge computing environments and gets a better performance in terms of the end-to-end latency of the offloaded task than the existing methods. Recently, various applications using artificial intelligence (AI) are … pullman 68 orari