Enhancing Quality of Service in Software-Defined Internet of Things (SD-IoT) Environment: A review by Grif Abdelali, Zyane Abdellah

“…The article also identifies persistent challenges, such as issues related to scalability. Finally, it proposes future research directions, including the integration of artificial intelligence to enhance the adaptability of management models and address the growing complexities of SD-IoT networks.…”
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Enhancing efficiency and stability in perovskite solar cells: innovations in self-assembled monolayers by Jingshu Tian, Haichang Zhang

“…Perovskite solar cells (PVSCs) show remarkable potential due to their high-power conversion efficiencies and scalability. However, challenges related to stability and long-term performance remain significant. …”
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Biotechnological tools boost the functional diversity of DNA-based data storage systems by Xiaoyuan Xu, Wen Wang, Zhi Ping

“…Future advancements in molecular biology and nanotechnology are expected to improve the architecture, scalability, and efficiency of DNA storage, positioning it as a sustainable and dynamic alternative to conventional data storage systems.…”
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Discovering the potential of serious games for transformative sustainability research by Mahsa Motlagh, Andra-Ioana Horcea-Milcu, Bettina König

“…Future work should empirically validate the approach across diverse contexts and address scalability, long-term impacts, and ethical considerations in resource-constrained settings.…”
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Distributed robust Volt-VAr control strategy for accurate reactive power sharing in islanded microgrid by Singh Pradeep Kumar, Dheer Dharmendra Kumar

“…This scheme also enhances the flexibility and scalability of the system, which are generally challenging in distributed control schemes. …”
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A Measurement Study of the Structured Overlay Network in P2P File-Sharing Systems by Mo Zhou, Yafei Dai, Xiaoming Li

“…The structured overlay network, also known as DHT, has been used in these applications to improve the scalability, and robustness of the system, and to make it free from single-point failure. …”
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Polariton lattices as binarized neuromorphic networks by Evgeny Sedov, Alexey Kavokin

“…The binary neuron switching mechanism, driven by the nonlinear repulsion through the excitonic component of polaritons, offers computational efficiency and scalability advantages over continuous weight neural networks. …”
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Design and Analysis of Thick Gripper Inspired by Origami by Wang Rugui, Huang Guibin, Mao Yi, Yu Yiyin

“…The origami mechanism obtained by combining the origami art with the modern mechanism is widely used in the field of spatial structure, and its unique scalability, convenience, lightweight and miniaturization have always been research focuses. …”
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Online Auction System for Guma Stocks by Tusingwire, Roseline, Ayebare, Nice

“…The system's architecture is designed to accommodate scalability and future enhancements. The research component of this project involves investigating current online trading methods, identifying challenges, and proposing solutions through the implementation of the Online Auction System. …”
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Scaling climate information services and climate smart agriculture through bundled business models by Desire M. Kagabo, Livingstone Byandaga, Patrick Gatsinzi, Patrick Mvuyibwami, Yvonne U. Munyangeri, Nasson Ntwari, Mathieu Ouedraogo

“…However, many questions still need to be answered regarding how the bundling can be achieved through scalable and farmer-centric CIS-CSA bundled business models. …”
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Gaussian barebone mechanism and wormhole strategy enhanced moth flame optimization for global optimization and medical diagnostics. by Jingjing Ma, Zhifang Zhao, Lin Zhang

“…The experimental results reveal a significant enhancement in both the convergence speed and the capability to escape local optima with the implementation of BWEMFO. The scalability of the algorithm is confirmed through benchmark functions. …”
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A robust scheme for securing relational data incremental watermarking by Maikel Lázaro Pérez Gort, Agostino Cortesi

“…The experimental results validate their applicability in terms of deployment, portability, scalability, and performance. As an architectural proposal, our work can be applied to different watermarking techniques, regardless of their particularities and the protected databases, making the preservation and enhancement of the watermark possible. …”
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A Deep Neural Network-Based Fault Detection Scheme for Aircraft IMU Sensors by Yiming Zhang, Hang Zhao, Jinyi Ma, Yunmei Zhao, Yiqun Dong, Jianliang Ai

“…Part of the aircrafts and flight conditions appears only in the testing set to validate robustness and scalability of the FDN. Different architectures of FDN are studied, and an optimized architecture is obtained via ablation studies. …”
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Ultrafast silicon photonic reservoir computing engine delivering over 200 TOPS by Dongliang Wang, Yikun Nie, Gaolei Hu, Hon Ki Tsang, Chaoran Huang

“…Despite numerous optical implementations, its speed and scalability remain limited by the need to establish recurrent connections and achieve efficient optical nonlinearities. …”
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Sustainable 3D printing of bone scaffolds using animal biowaste feedstocks by A. Dukle, M. Ravi Sankar

“…The study also addresses the challenges and future perspectives of biowaste-derived feedstocks for bone tissue engineering, including regulatory hurdles, biocompatibility, and scalability.…”
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Hierarchical Learning: A Hybrid of Federated Learning and Personalization Fine-Tuning by Li Shuyi, Zhang Bairong

“…This hybrid approach not only enhances model accuracy but also preserves data privacy and increases scalability, making it a promising solution for decentralized recommendation systems.…”
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Stiff, lightweight, and programmable architectured pyrolytic carbon lattices via modular assembling by Ali Naderi, Wenhua Lin, Amirreza Tarafdar, Teng Zhang, Yeqing Wang

“…Abstract Recent advances in additive manufacturing have enabled the creation of three-dimensional (3D) architectured pyrolytic carbon (PyC) structures with ultrahigh specific strength and energy absorption capabilities. However, their scalability is limited by reduced strength at larger sizes. …”
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Integration of Functional Materials in Photonic and Optoelectronic Technologies for Advanced Medical Diagnostics by Naveen Thanjavur, Laxmi Bugude, Young-Joon Kim

“…However, challenges such as material stability, reproducibility, scalability, and environmental sustainability remain critical barriers to their clinical translation. …”
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Human-Centered UAV–MAV Teaming in Adversarial Scenarios via Target-Aware Intention Prediction and Reinforcement Learning by Wei Hao, Huaping Liu, Jia Liu, Wenjie Li, Lijun Chen

“…Finally, we present results from extensive simulation experiments in a homemade game environment to demonstrate the efficiency and scalability of our method within the proposed framework. …”
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A 50-spin surface acoustic wave Ising machine by Artem Litvinenko, Roman Khymyn, Roman Ovcharov, Johan Åkerman

“…Moreover, it demonstrates 4–5 orders of magnitude better thermal stability than optical Coherent Ising Machines while having similar scalability potential. Our results illustrate the general merits of wave-based time-multiplexed Ising machines operating in the microwave domain as compact, energy-efficient, and high-performance platforms for commercially feasible combinatorial optimization solvers.…”
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