Intelligent resource allocation
NettetIntelligent 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. Nettetaided Deep Reinforcement Learning (DRL) based framework is proposed, including: 1) eMBB resource allocation phase, and 2) URLLC scheduling phase. In the first phase, the optimization problem is decomposed into three subproblems and then each subproblem is transformed into a convex form to obtain an approximate resource …
Intelligent resource allocation
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Nettet14. aug. 2024 · This article investigates the downlink communications of intelligent reflecting surface (IRS) assisted non-orthogonal multiple access (NOMA) systems. To … Nettet3. jun. 2024 · The Mobile Edge Computing (MEC) model combines a virtual source with edge communication among execution. Thus, this study is to develop and implement a revolutionary resource allocation technique in the IIoT by combining optimal …
NettetIntelligent Resource Allocation for Video Analytics in Blockchain-Enabled Internet of Autonomous Vehicles With Edge Computing. Abstract: Video surveillance in intelligent … NettetIntelligent Resource Management for Satellite and Terrestrial Spectrum Shared Networking toward B5G. Abstract: Integrated satellite-terrestrial networks (ISTNs) …
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 … NettetOptimizing 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.
NettetIntelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning Inaam Ilahi 1, Muhammad Usama;2, Muhammad Omer Farooq3, Muhammad Umar Janjua , and Junaid Qadir1;4 1 Information Technology University (ITU), Punjab, Lahore, Pakistan 2 Lahore University of Management Sciences (LUMS), Pakistan 3 …
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. stephenson harwood marineNettet20. 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 … pipe and glass south dalton facebookNettet18. 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,... pipe and gridNettetIn wireless networks, multiple monitoring nodes are used to collect users’ transmission data in real time, which can be used for fault diagnosis and analytical feedback of the wireless network. Due to the limited number of monitoring nodes, key issues include how to optimize and schedule the channel resources of each node to … pipe and grep in powershellNettetThis 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 … stephenson high school baseballNettet8. 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 … pipe and hoseNettet14. apr. 2024 · After you have made your resource allocation decisions, you need to document and justify them in a clear and concise way. This will help you communicate … stephenson high school marching band