Federated Reinforcement Learning-Based Dynamic Resource Allocation and Task Scheduling in Edge for IoT Applications by Saroj Mali, Feng Zeng, Deepak Adhikari, Inam Ullah, Mahmoud Ahmad Al-Khasawneh, Osama Alfarraj, Fahad Alblehai

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Cross-layer scheduling and dynamic resource allocation for MIMO-OFDMA/SDMA systems with multi-service by ZHONG Chong-xian1, LI Chun-guo1, YANG Lv-xi1

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Efficient dynamic task offloading and resource allocation in UAV-assisted MEC for large sport event by Chen Peng, Qiqi Wang, Desheng Zhang

“…To address this issue, we propose the efficient dynamic resource allocation (EDRA) algorithm. By employing stochastic optimization techniques, the original problem is decomposed into multiple sub-problems that can be solved in parallel. …”
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Modeling the spread of bed bug infestation and optimal resource allocation for disinfestation by Ali Gharouni, Lin Wang

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The dynamic equilibrium between population aging and the allocation of elderly medical care resources in the Yellow River Basin by Long Hai, Yanghao Cui, Jiawei Zhang, Rui Wang

“…Abstract Background Population aging, as a global issue, has garnered significant attention worldwide. The rational allocation of elderly healthcare resources is critical to addressing this challenge. …”
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An Improved Gaining Sharing Knowledge-Based Algorithm for Solving Resource Allocation Problems by Ayman Kamal, Heba Said Roshdy, Naglaa Ragaa Said Hassan, Ali Wagdy Mohamed

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Regional disparities, dynamic evolution, and spatial spillover effects of medical resource allocation efficiency in TCM hospitals by Zhihao Wang, Zhiguang Li, Ruijin Xie

“…Abstract Background To analyze the regional disparities, dynamic evolution, and influencing factors of medical resource allocation efficiency in TCM hospitals across China from 2016 to 2022, providing references for optimizing resource allocation in TCM hospitals. …”
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Assessing regional disparities and trends in health resource allocation from sub-provincial cities in China by Minghua Zhou

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Zombie firms and resource allocation: research trends and developments during the spread of COVID-19 by Kotone Yamada, Yukio Minoura, Jouchi Nakajima, Tomoyuki Yagi

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CAMP-GNN: A Constraint-Aware Message-Passing Model for Optimal Resource Allocation in Software Projects by Muhammad Asif, Fahd M. Aldosari, Donia Y. Badawood, Abdu Salam

Subjects: “…Dynamic resource scheduling…”
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Optimization of resource allocations in 5G mobile network using Active Reward Learning by Taghi Shahgholi, Keyhan Khamforoosh, Amir Sheikhahmadi, Sadoon Azizi

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Dynamic priority-based task scheduling and adaptive resource allocation algorithms for efficient edge computing in healthcare systems by J. Anand, B. Karthikeyan

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Optimizing 5G network performance with dynamic resource allocation, robust encryption and Quality of Service (QoS) enhancement by Abdullah M. Alashjaee, Sumit Kushwaha, Hayam Alamro, Asma Abbas Hassan, Fuhid Alanazi, Abdullah Mohamed

“…Our proposed MCM model enhances data transmission by employing dynamic resource allocation, prioritised traffic management, and robust end-to-end encryption techniques, thereby guaranteeing efficient and safe data delivery. …”
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Mixed strategies and natural selection in resource allocation by Irina Kareva, Faina Berezovkaya, Georgy Karev

“…An appropriate choice of strategy for resource allocation may frequently determine whether a population will be able to survive under the conditions of severe resource limitations. …”
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Dynamic Hospital Resource Scheduling During Pandemics with Stochastic Optimization by Yewande Ojo, John Ogbemhe, Oluwabukunmi Victor Babatunde, Subomi Okeowo, Olubayo Babatunde, John Adebisi

“…Traditional deterministic models often fall short in addressing the uncertainties associated with patient inflows and resource availability.  This paper develops a novel two-stage stochastic programming model which aims to dynamically allocate resources to deal with the variability of inpatient admissions. …”
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Optimizing Cloud Computing Performance With an Enhanced Dynamic Load Balancing Algorithm for Superior Task Allocation by Raiymbek Zhanuzak, Mohammed Alaa Ala'Anzy, Mohamed Othman, Abdulmohsen Algarni

“…This paper presents an Enhanced Dynamic Load Balancing (EDLB) algorithm designed to optimise task scheduling and resource allocation in cloud environments. …”
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Dynamic Sunk Costs: Importance matters when opportunity costs are explicit. by Jason Harman, Claudia Gonzalez-Valejjo, Jeffrey Vancouver

Subjects: “…sunk costs; dynamic decision making; resource allocation…”
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PanOpt: A Nationwide Joint Optimization of Dynamic Bed Allocation and Patient Transfer in Pandemics by Saja Taweel, Mohammad J. Abdel-Rahman, Noor Alawi, Jude Daghlas, Ahmad Ghunaim

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ML-RASPF: A Machine Learning-Based Rate-Adaptive Framework for Dynamic Resource Allocation in Smart Healthcare IoT by Wajid Rafique

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Resource allocation in cognitive radio network with energy harvesting by Yan LONG, Xiaoqian ZHANG, Xuming FANG, Rong HE

“…Considering the diversity of energy harvesting capability and spectrum sensing accuracy of SU,as well as dynamic channel quality,under the constraint of energy causality,the secondary network throughput maximization problem in single-hop cognitive radio networks with energy harvesting was studied.The transmission channel selection,transmission power control and transmission time allocation of SU were jointly optimized.Since the optimization problem was non-convex,by converting it into a series of convex optimization sub-problems,the optimize transmission power and transmission time algorithm (OPTA) was obtained.Compared with the existing resource allocation algorithms,such as,hybrid differential evolution algorithm (HDEA),optimized transmission algorithm (OTA),and random assignment channel algorithm (RA),the simulation results verify the correctness and effectiveness of the proposed algorithm.For example,under the same maximum transmission power constraint,the throughput of the proposed OPTA scheme could increase by around 6%,37% and 50% than that of HDEA,OTA and RA schemes respectively.Under the same channel gain diversity,the throughput of the proposed OPTA scheme could increase by around 30%,60% and 94% than that of HDEA,OTA and RA schemes respectively.Under the same energy harvesting efficiency diversity,the throughput of the proposed OPTA scheme could increase by around 27%,50% and 92% than that of HDEA,OTA and RA schemes respectively.…”
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