NGI IP service management system architecture and application supporting workflow management and policy management by ZHANG Ruo-ying1, MENG Luo-ming2, QIU Xue-song2

“…In order to realize the service process automation, and scalable and dynamic service management of NGI service, and adapt to the new service and efficient service management, on the basis of WfMC workflow reference model and IETF policy framework, the architecture of NGI IP service management system supporting workflow management and policy management was proposed. …”
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Evaluating large language models for criterion-based grading from agreement to consistency by Da-Wei Zhang, Melissa Boey, Yan Yu Tan, Alexis Hoh Sheng Jia

“…These findings highlight the potential of LLMs to deliver scalable educational feedback.…”
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Dynamic omniphobic surfaces enable the stable dropwise condensation of completely wetting refrigerants by Kazi Fazle Rabbi, Siavash Khodakarami, Jin Yao Ho, Muhammad Jahidul Hoque, Nenad Miljkovic

“…This approach, compatible with various substrates, combines low contact angle hysteresis Parylene-C with low surface energy silane (P-HFDS) using a highly scalable atmospheric vapor phase deposition technique. …”
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Analyzing large text data for vocabulary profiling in corpus-based studies of academic discourse by Ismail Xodabande, Mahmood Reza Atai, Mohammad R. Hashemi

“…This methodology not only provides a framework for academic vocabulary profiling but also offers scalable solutions for educators and researchers dealing with extensive text datasets. …”
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Research on metrics models for cloud services information security evaluation by Yue-ming LU, Zhi-hui ZHANG

“…Due to the lack of metric standards and the metric imprecise problems of cloud service information secu-rity,the research status of the relevant standards at home and abroad were introduced.As for the demand for infor-mation security measurement requirements of the trusted cloud,the advantages and disadvantages of metric models based on the trusted root were analyzed.At last,the future research direction which was to study a scalable com-bined,real-time,privacy protected,easy to transplant and less cost metrics model was pointed out.…”
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Unidirectional-link detection algorithms in wireless sensor networks by SANG Jun-jun, SHI Sheng-fei, LI Jiang-zhong, XIONG Shu-guang

“…Simulation experiments show that these ap- proaches are both efficient and scalable.…”
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Morphological and Interfacial Engineering with a Surfactant Additive Toward High‐Performance Blade‐Coated Quantum Dot Light‐Emitting Diodes by Wei‐Zhi Liu, Hong‐Wei Duan, Shu‐Guang Meng, Dong‐Ying Zhou, Liang‐Sheng Liao

“…Abstract The development of scalable and cost‐effective solution processes for large‐area quantum light‐emitting diodes (QLEDs) remains a pressing challenge. …”
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A two-step machine learning approach for predictive maintenance and anomaly detection in environmental sensor systems by Saiprasad Potharaju, Ravi Kumar Tirandasu, Swapnali N. Tambe, Devyani Bhamare Jadhav, Dudla Anil Kumar, Shanmuk Srinivas Amiripalli

“…This methodology provides a scalable and robust real-time anomaly detection and sensor fault prediction methodology that greatly enhances the reliability of the environmental monitoring systems and advances the intelligent infrastructure management. • Combines Isolation Forest for anomaly labeling and supervised models for anomaly prediction. • Scalable and adaptable for diverse IoT applications for environmental monitoring. • Provides actionable insights through anomaly visualization, revealing patterns in sensor performance.…”
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Fast Task Scheduling With Model Predictive Control Integrating a Priority-Based Heuristic by Francesco Liberati, Manuel Donsante, Chiara Maria Francesca Cirino, Andrea Tortorelli

“…This paper presents a scalable Model Predictive Control (MPC) algorithm for task scheduling and real time re-scheduling. …”
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High-throughput tracking enables systematic phenotyping and drug repurposing in C. elegans disease models by Thomas J O'Brien, Ida L Barlow, Luigi Feriani, André EX Brown

“…To address this need, we require scalable approaches that are relatively inexpensive compared to traditional drug development. …”
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Assessing the balance between excitation and inhibition in chronic pain through the aperiodic component of EEG by Cristina Gil Avila, Elisabeth S May, Felix S Bott, Laura Tiemann, Vanessa Hohn, Henrik Heitmann, Paul Theo Zebhauser, Joachim Gross, Markus Ploner

“…Thus, identifying a non-invasive, scalable marker of E/I could provide valuable insights into the neural mechanisms of chronic pain and aid in developing clinically useful biomarkers. …”
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Random Emission and Control of Whispering Gallery Mode Using Flexible Optical Fiber by Bingyang Cao, Zhen He, Weili Zhang

“…Axially uniform optical fibers provide a low-cost, scalable platform for the emission of whispering gallery mode (WGM) lasers. …”
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Codesigning More-than-Human Ecosystems with Social and Environmental Systems: The Gamification of NetWall and BioDiveIn by Marie Davidová, María Claudia Valverde Rojas, Hanane Behnam

“…The interventions were codesigned using systems-oriented design methods, including gigamapping and prototyping, to produce scalable DIY solutions that empower communities to replicate these practices on their own. …”
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Decentralized searchable encryption scheme based on dynamic accumulator by Yan ZHANG, Jinfan WANG, Zhuyun QI, Rongwei YANG, Yi WANG

“…Since the flourish of the blockchain technology,a series of applications based on blockchain technology are emerging,and the decentralized storage service becomes the killer App in the decentralized markets,such as StorJ,Filecoin.Comparing with the centralized storage,decentralized storage are more secure,cheaper and more scalable.However,client’s privacy cannot be protected in existed decentralized storage apps.The idea of implementing the searchable encryption scheme with decentralized storage was proposed to improve the user’s privacy and utilizing the dynamic accumulator to improve the search efficiency of the searchable encryption scheme.…”
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Research on MIX-based anonymous communications by LU Tian-bo, CHENG Xiao-ming, ZHANG Bing

“…Privacy and anonymity on the Internet are gaining increasing attention from both the scientific and the large Internet user community in recent years.Privacy does not only mean the confidentiality of information,but also mean not revealing who is communicating with whom,and how often.After describing the technology of MIX,a survey of ano-nymity technologies based on it was given.Finally WonGoo,a scalable and practical decentralized peer-to-peer protocol was presented that provides strong anonymity and high efficiency with layered encryption and random forwarding.…”
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Architecture design of NFV PaaS platform by Binhong MAO, Zhiming YANG

“…NFV is evolving from the initial stage of software and hardware decoupling to the goal of full cloudification and cloud native,which will make the telecommunication networks more scalable,flexible and efficient.The introduction of the NFV PaaS platform is an important measure to realize the evolution and development of NFV.The basic concepts and application scenarios of NFV PaaS were introduced,several deployment options of NFV PaaS were analyzed,and an architecture design of NFV PaaS platform was proposed.The reference for telecom operators to build NFV PaaS platform will be provided.…”
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Research on fault-recovery model and scheme in dual-system redundancy router by JI Meng1, YU Shao-hua2, ZHAN Yi-chun1

“…In order to improve the availability of routers,systematically presented possible implementation approaches on high-availability routers and classified them into three catalogs: protocol extension,state synchronization and data dupli-cation.It modeled and analyzed these fault-recovery schemes in continuous-time Markov chains（CTMC）.Based on theo-retical results,it proposed a novel adaptive fault-recovery method（AFM） to dynamically select protection and restoration methods.It is illustrated that AFM could effectively improve the availability and is scalable.It has been implemented on a 128Gbit/s high-performance router.…”
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New transport layer technology by Junjie WAN, Taixin LI

“…The development of future applications poses new challenges to network capabilities.As a medium for the application layer and the network layer,it is no longer sufficient of improving network resource utilization limited to this layer for future applications.Based on the background of holographic type communication,the characteristics of future network transmission was analyzed,the capabilities that the new transport layer should face for future applications were described,and a multi-transport layer architecture based on two-level scheduling mechanism was proposed.A flexible,scalable transport model was provided to meet the network challenges of future applications.…”
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Comparative evaluation of an AI-powered life coach against traditional coaching methods by David Brown, Marlene Orozco, Noah Lloyd

“…The empirical findings indicate that 1440 significantly outperforms traditional human coaching in several critical dimensions, suggesting its potential as a scalable and accessible alternative for personal development and professional growth.…”
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VisionMD: an open-source tool for video-based analysis of motor function in movement disorders by Gabriela Acevedo, Florian Lange, Carolina Calonge, Robert Peach, Joshua K. Wong, Diego L. Guarin

“…Abstract VisionMD, an open-source software for automated video-based analysis of MDS-UPDRS Part III motor tasks, offers precise, objective, and scalable assessments of motor symptoms in Parkinson’s disease and other movement disorders. …”
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