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DRL-Driven Intelligent SFC Deployment in MEC Workload for Dynamic IoT Networks
Published 2025-07-01“…The dynamic resource orchestration process, Service Function Chaining (SFC) for Virtual Network Functions (VNFs) placement, and routing path determination optimize service execution across the network. …”
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Adaptive routing and wavelength assignment method based on SDN
Published 2019-09-01“…Routing and wavelength assignment is an important resource allocation method of all-optical network.Aiming at the problem of traditional method combined with the new architecture,an adaptive multi-objective routing and wavelength assignment method based on SDN was proposed,which could realize the allocation of link resources of all-optical network through self-regulation.Based on the SDN service function chain model,service scheduling time and link service quality were taken as the scheduling objective,routing and wavelength assignment problem was constructed as the 0-1 integer programming problem,meanwhile,binary hybrid topology particle swarm optimization algorithm was used to optimize the network resources for optimal scheduling.The simulation results show that the proposed method is superior to the traditional classical algorithms in the test of recovery time,blocking rate and resource utilization.…”
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Risk Factors for Acute Exacerbation in Patients with COPD Group E in Ningbo: Risk Analysis of Irregular Review, Cardiovascular Complications, and Lung Function Decline
Published 2025-08-01“…These results may reduce medical resource utilization and AE frequency while improving quality of life, thereby informing evidence-based COPD management strategies and optimizing chronic disease care and resource allocation.Keywords: COPD, intervention management, risk factors, regular review, acute exacerbation, high risk…”
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908
Eco-Friendly Dyeing and Functional Finishing of Organic Cotton Using Optimized Oolong Tea Stems (Agricultural Waste) Through Response Surface Methodology
Published 2025-01-01“…The objectives of this research are to investigate the potential utilization of oolong tea waste, specifically tea stems, as a natural dye source for the development of organic cotton fabrics with added health benefits. …”
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Sugar transporters: mediators of carbon flow between plants and microbes
Published 2025-04-01“…Notably, pathogenic and symbiotic microorganisms predominantly utilize photosynthetic sugars as their primary carbon source during host colonization. …”
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Image Classification Model Based on Contrastive Learning With Dynamic Adaptive Loss
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NETWORK OPTIMIZATION FOR EFFICIENT DATA TRANSMISSION IN AN IOT NETWORK USING ITERATIVE HYBRID GREY WOLF COOT OPTIMIZATION AND DYNAMIC PHYSICALLY UNCLONABLE FUNCTIONS
Published 2025-03-01“…The main purpose of this model is to utilize Dynamic Physically Unclonable Functions (DPuFs) embedded in network nodes to facilitate swift dynamic encryption, substantially diminishing the i) packet delivery ratio; ii) energy consumption; iii) jitter; v) throughput; and vi) delay typically associated with secure data transmission. …”
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Prebiotic Oligosaccharides in Skin Health: Benefits, Mechanisms, and Cosmetic Applications
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Partial replacement of corn silage with sorghum-sudangrass silage improves growth performance and rumen function in Hu sheep via microbial and metabolic modulation
Published 2025-08-01“…The aim was to assess the feasibility of SS as a feed resource and to identify specific rumen bacteria that interact with host metabolism. …”
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