Efficiency-optimized 6G: A virtual network resource orchestration strategy by enhanced particle swarm optimization by Sai Zou, Junrui Wu, Haisheng Yu, Wenyong Wang, Lisheng Huang, Wei Ni, Yan Liu

“…In this paper, 6G network resource orchestration is optimized to support customized network slicing of services, and place network functions generated by heterogeneous devices into available resources. …”
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Bankruptcy rules and sustainable water management: A MODSIM-NSGAII simulation multi-objective optimization framework for equitable transboundary water allocation by Bentolhoda Asl-Rousta, S. Jamshid Mousavi

“…This study addresses these challenges by introducing a new optimal bankruptcy rule (OpPro rule) through a simulation-optimization model (MODSIM-NSGAII), where MODSIM simulates the spatial and temporal variability of water resources, and the NSGA-II optimization algorithm includes two objective functions of maximizing basin-wide ecological sustainability and maximizing economic efficiency reflecting ''equitable and reasonable utilization'' of water. …”
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A near-optimal resource allocation strategy for minimizing the worse-case impact of malicious attacks on cloud networks by Yu-Fang Chen, Frank Yeong-Sung Lin, Kuang-Yen Tai, Chiu-Han Hsiao, Wei-Hsin Wang, Ming-Chi Tsai, Tzu-Lung Sun

“…The proposed model integrates Virtual Machine (VM) initiation decisions and employs the Contest Success Function (CSF) within a two-player max–min game framework to dynamically allocate resources. …”
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Production and characterization of sophorolipid under yeast-mediated submerged fermentation utilizing Agro-industrial waste by Aishwary Purohit, Amar Jyoti Das, Debashish Ghosh

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ABDviaMSIFAT: Abnormal Crowd Behavior Detection Utilizing a Multi-Source Information Fusion Technique by Ali Ahmad Hamid, S. Amirhassan Monadjemi, Bijan Shoushtarian

“…These scores are later modified for the individual level of the group, allowing for behavior recognition through the assessment of fuzzy logic functions. In the first pipeline, we utilize a depth-wise Separable Convolutional Neural Network (DWS-CNN) that provides reduced filtering compared to standard CNNs. …”
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Hierarchical Resource Management for Mega-LEO Satellite Constellation by Liang Gou, Dongming Bian, Yulei Nie, Gengxin Zhang, Hongwei Zhou, Yulin Shi, Lei Zhang

“…This paper addresses the challenge of effectively allocating system resources based on service and resource distribution, particularly in hotspot areas where user demand is concentrated, to enhance resource utilization efficiency. …”
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Digital teaching resource management system for higher education by Lin Zhu, Li Zhuang, Caihong Li

“…Abstract At present, the management and utilization of teaching resources in higher education are characterized by issues, such as limited functionality, simple structure, inadequate sharing, and weak management capacity. …”
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Edge Cloud Resource Scheduling with Deep Reinforcement Learning by Y. Feng, M. Li, J. Li, Y. Yu

“…We utilize a transformer architecture to capture resource states on directed acyclic graphs (DAGs), accelerating the aggregation speed of the Graph Neural Network (GNN). …”
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Nanotechnologies associated to floral resources in agri-food sector by Ahmad S Ammar

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Exploring the Effect of Using Information Technology on Functional and Strategic Performances of the Human Resource Management Units in Automaker and Automotive Supplier Companies... by Hasan Abedi Jafari, Mehdi Asadnejad Rokni, hamid reza yazdani

“…The information technology has profoundly changed the way organizations are structured as well as the nature and the role of the business divisions. Human resource department, as one of the most vital units of any organization has also not been immune from these changes and many of its functions has transformed from traditional techniques to IT-based methods. …”
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Clinical and economic burden of achondroplasia in the United States: results from a retrospective, observational study by Nadia Merchant, Jose Alvir, Paulette Negron Ericksen, Jane Loftus, Jose Francisco Cara, Alison Slade, Michael P. Wajnrajch, Christine L. Baker

“…However, data are limited on its economic impact, especially related to healthcare resource utilization (HCRU) and associated costs. This study aimed to characterize the clinical and economic impact of achondroplasia in the US relative to matched non-achondroplasia controls stratified by pediatric and adult populations. …”
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Network slicing resource allocation strategy based on joint optimization by Zaijian WANG, Huimin GU

“…To improve network resource utilization that was decreased by different applications with different requirements in 5G networks, a network slicing resource allocation strategy based on joint optimization was proposed, which was utilized to maximize both network resource utilization and network revenue by comprehensively considering in tra-slice and inter-slice resource schedule.Firstly, the user’s average satisfaction function was defined in the inter-slicing resource allocation problem.Furthermore, in terms of the number of users, slicing schedule delay and priority, a proportional fair resource allocation algorithm based on quality of service (QoS) was proposed, which was employed to achieve the best tradeoff between fairness and the users’ requirements among slices.Secondly, after two functions (service degradation and resource migration) were introduced in the inter-slice resource schedule problem, two price models were established for internal access users and external access users respectively, where congestion and non-congestion conditions were analyzed.According to the proposed price models, a Stackelberg game between the base station and users was constructed, and a global search algorithm with low complexity was leveraged to obtain the best response of the game, where the best tradeoff between the base station revenue and user utility was obtained.Simulation results show that the proposed strategy can effectively improve resource utilization and network revenue while reducing network congestion.Therefore, it can better realize fairness in resource allocation.…”
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Advancements in research on bacteria-algae symbiosis technology for treating biogas slurry in livestock and poultry breeding by ZHANG Yabin, DANG Tengfei, LI Zhiguo, GUO Xiaoying, GUO Qiong, WANG Yan, WAN Junfeng

“…Additionally, the research direction of bacteria-algae symbiosis technology in the field of biogas slurry treatment and resource utilization was analyzed, emphasizing the potential of bacteria-algae granular sludge resource utilization technology as a pivotal research area in biogas slurry resource treatment technology.…”
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Adsorption and Removal of Phosphate by Leather Collagen Fiber-based Material Loaded with UiO–66–NH2 by Xiaohan YANG, Songbo DAI, Yuqing HE, Xiudan TAO, Likun CHEN, He ZHENG, Zhengjun LI

“…The resource utilization of tannery waste is beneficial to the sustainable development of leather industry, and the removal of phosphate from phosphorus-containing wastewater is of great significance to environmental protection. …”
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Programmatic Approach to Outpatient Cardiac Catheterization in Children With Stable Pulmonary Arterial Hypertension by Gregory T. Adamson, Minnie N. Dasgupta, Zachary Kleiman, Lynn F. Peng, Michelle Ogawa, Vidhya Balasubramanian, Chandra Ramamoorthy, Jeffrey A. Feinstein

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Recent trends in industrial resource manufacturing processes using biocatalysts by Sudip Regmi, Jin Cheol Yoo

“…These enzymes play crucial functions in different array of industrial resources and form the backbone for a large number of industrial productions. …”
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Episodic Gregariousness Leads to Level‐Dependent Core Habitats: A Case Study in Eastern Copperheads (Agkistrodon contortrix) by Tyler C. Christensen, Robert Kwait, Michael Van Clef, Brooke Maslo

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NSGA-II-based load resource management for frequency and voltage support by Yaxin Wang, Zhihang Zhu, Zhihong Yu, Zigan Wang

“…The LRM method supports primary frequency and voltage regulation, and its integration with network dynamics minimizes the established disutility function caused by load participation. For better control performance, a non-dominated sorting genetic algorithm-II (NSGA-II)-based gain-tuning procedure was utilized for LRM, aiming to enhance the frequency/voltage nadir, reduce the frequency/voltage steady-state error, and minimize the total load control efforts. …”
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Resource Allocation for Edge-enhanced Distributed Power Wireless Sensor Network by Gang WU, Jinhui ZHOU, Hui LI

“…And then, based on the resource utilization of the MEC server, the energy consumption of the sensor devices is reduced by reducing the number of active MEC servers. …”
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Real-World Study of US Adults with Paroxysmal Nocturnal Hemoglobinuria Treated with Pegcetacoplan by Brian Mulherin, Apeksha Shenoy, Lily Arnett, Weiqi Jiao, Joseph Guarinoni, Sujata Sarda, Jinny Min, David Dingli

“…Patients self-reported incidence of healthcare resource utilization (HCRU). <b>Results</b>: By January 2024, 70 patients (mean age 44.6 years; 57.1% female) reported up to 9 months of pegcetacoplan treatment, with a median [IQR] follow-up of 6.6 [3.8] months. …”
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