Exploring In-Network Computing with Information-Centric Networking: Review and Research Opportunities by Marica Amadeo, Giuseppe Ruggeri

“…The advent of 6G networks and beyond calls for innovative paradigms to address the stringent demands of emerging applications, such as extended reality and autonomous vehicles, as well as technological frameworks like digital twin networks. Traditional cloud computing and edge computing architectures fall short in providing their required flexibility, scalability, and ultra-low latency. …”
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Drug Information for Community Pharmacies: Survey on Needs and Use of Drug Information with Special Focus on New Information Technology by Nidal Jaradat

“…Approximately ninety per cent of community pharmacists have Martindale or British Pharmacopoeia as a reference textbook but less than one per cent have other important primary sources of information like periodicals or continuing education courses. …”
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Assessing the Fidelity and Utility of Water Systems Data Using Generative Adversarial Networks: A Technical Review by Md Nazmul Kabir Sikder, Yingjie Wang, Feras A. Batarseh

“…For evaluation, we use techniques like t-distributed Stochastic Neighbor Embedding (t-SNE) and Principal Component Analysis (PCA) to quantify the diversity of the generated synthetic data. …”
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Ensemble-RNN: A Robust Framework for DDoS Detection in Cloud Environment by Asha Varma Songa, Ganesh Redy Karri

“…To assess the performance of the model, metrics like precision, accuracy, F-1 score, and recall are taken into consideration.…”
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Enhancing network lifetime in WSNs through coot algorithm-based energy management model by Namita Shinde, Dr. Vinod H․ Patil

“…This addresses issues such as high energy consumption, communication delays, and security.To ensure energy savings and network reliability, the fitness function evaluates cluster heads and best routes based on constraints.COOT outperforms other Metaheuristics Algorithms like Butterfly Optimization Algorithm, Genetic Algorithm, Tunicate Swarm Gray Wolf Optimization Algorithm, and Bird Swarm Algorithm in simulation with performance measurements and enhancing network functionality and protection.Key methodology points include: • Proposed a multiple constraints clustering and routing technique using COAto solve the most crucial issues that arise in WSNs. • Integrated an advanced fitness function that determines cluster head selection, and the routing path based on residual energy, delay, security, trust, distance, and link quality so that energy load is evenly distributed and credible data flow is maintained across the network and made Innovative and Effective Solution. • Proven Results Demonstrated superior network performance, achieving the lowest delay, highest network lifetime (3571 rounds) and enhanced security (0.8) and trust (0.6) compared to existing algorithms with less energy consumption, making it the most suitable solution for WSN performance improvement.…”
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Comparative genomic insights into ecological adaptations and evolutionary dynamics of Trebouxiophyceae algae by Qian Xiong, Luqin Zheng, Qi Zhang, Tianli Li, Lingling Zheng, Lirong Song

“…Conclusions Expanded gene families, along with the rapid evolution and positive selection genes, likely played important roles in environmental adaption across terrestrial and marine habitat. …”
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PREFERENCES IN MINI-IMPLANT DIMENSIONS AMONG ROMANIAN ORTHODONTISTS by Teodora Consuela Bungau, Ligia Vaida, Abel Moca, Camelia Liana Buhas, Cristina Ioana Talpoș-Niculescu, Mariana Pacurar, Dragos Craciun, Malina Popa

“…These devices, made from materials like titanium and stainless steel, vary in size and are selected based on multiple factors, including patient characteristics and anatomical considerations. …”
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Identification and expression analysis of TALE superfamily genes explore their key roles in response to abiotic stress in Brassica napus by Meili Xie, Xiaojuan Zhang, Kexin Liu, Zhixian Qiao, Xiaohui Cheng

“…Phylogenetic analysis divided the BnTALE superfamily into two subfamilies, the BEL1-like (BLH/BELL homeodomain) and the KNOX (KNOTTED-like homeodomain) subfamilies. …”
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The livelihood impacts of eucalypt plantations on rural farm households in Western Gurage Watersheds, Central-south Ethiopia by Belay Zerga, Bikila Warkineh, Demel Teketay, Muluneh Woldetsadik

“…To sustain the livelihood and environment; appropriate management like site selection and substitutions by horticultural and cash crops using micro irrigation schemes for market needs are recommended. …”
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Automated Creation and Provisioning of Decision Information Packages for the Smart Factory by Eva Hoos, Pascal Hirmer, Bernhard Mitschang

“…This data needs to be retrieved from distributed sources like bill of material systems, product data management and manufacturing execution systems, holding product model and factory model. …”
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Learning-augmented sketching offers improved performance for privacy preserving and secure GWAS by Junyan Xu, Kaiyuan Zhu, Jieling Cai, Can Kockan, Natnatee Dokmai, Hyunghoon Cho, David P. Woodruff, S. Cenk Sahinalp

“…To address this, methods like SkSES use sketching for genome-wide association studies (GWAS) across distributed datasets while maintaining privacy. …”
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Adaptive federated learning for resource-constrained IoT devices through edge intelligence and multi-edge clustering by Fahad Razaque Mughal, Jingsha He, Bhagwan Das, Fayaz Ali Dharejo, Nafei Zhu, Surbhi Bhatia Khan, Saeed Alzahrani

“…Compared to existing solutions like EdgeFed, FedSA, FedMP, and H-DDPG, MEC-AI HetFL improves resource allocation, quality score, and learning accuracy, offering up to 5 times better performance in heterogeneous and distributed environments. …”
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Lattice-Based Certificateless Proxy Re-Signature for IoT: A Computation-and-Storage Optimized Post-Quantum Scheme by Zhanzhen Wei, Gongjian Lan, Hong Zhao, Zhaobin Li, Zheng Ju

“…Building upon algebraic lattice theory and leveraging the Dilithium algorithm, our scheme innovatively employs a lattice basis reduction-assisted parameter selection strategy to mitigate the potential algebraic attack vectors inherent in the NTRU lattice structure. …”
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DVAEGMM: Dual Variational Autoencoder With Gaussian Mixture Model for Anomaly Detection on Attributed Networks by Wasim Khan, Mohammad Haroon, Ahmad Neyaz Khan, Mohammad Kamrul Hasan, Asif Khan, Umi Asma Mokhtar, Shayla Islam

“…An adversarial mechanism makes the encoder make more accurate estimates of how potential features might be distributed. As a result, decoders can make graphs that are more like the original graph. …”
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An integrated approach for the development of a sustainable tourism village in Bali Province, Indonesia by Wayan Ardani, Ni Wayan Ari Sudiartini, Ni Made Yudhaningsih

“…Data were collected through structured questionnaires distributed to 190 managers in the Bali province of Indonesia. …”
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Examination and critique of bilingual dictionaries in linguistics by Ebrahim Badakhshan

“…The macrostructural analysis examined elements such as the presence of user guides, target audience definitions, and criteria for headword selection. The microstructural analysis focused on aspects like the provision of grammatical categories, consistency in equivalents, accuracy of equivalents, inclusion of necessary entries, and the presentation of derived forms and collocations.   …”
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Characteristics and favorable area optimization of ultra-deep high-pressure basement reservoirs: A case study of Kun 2 block in Kunteyi gas reservoir, Qaidam Basin by CAO Hui, ZHANG Guoqing, XU Li, LI Zhexiang, WANG Haicheng, ZHAO Changyang, FEI Ying

“…The fractures exhibited a network-like development and were distributed in NE-SW trending bands in the plane view. …”
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Evidence of habitat specificity in sponge microbiomes from Antarctica by Maria F. Manrique-de-la-Cuba, Génesis Parada-Pozo, Susana Rodríguez-Marconi, Marileyxis R. López-Rodríguez, Sebastián Abades, Nicole Trefault

“…Abstract Background Marine sponges and their microbiomes are ecosystem engineers distributed across the globe. However, most research has focused on tropical and temperate sponges, while polar regions like Antarctica have been largely neglected. …”
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Genome-wide identification and analysis of the FLA gene family in maize (Zea mays L.) and its expression in response to abiotic stresses by Yongyan Cao, Xuanxuan Chen, Bo Wei, Tuo Zeng, Hongcheng Wang, Bin Zhu, Xuye Du, Lei Gu

“…Abstract Background Fasciclin-like arabinogalactan proteins (FLAs) are a class of plant-specific proteins that contribute to various aspects of plant growth, development, and adaptation. …”
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Optimal Interpolation Method for Generating a Digital Bathymetric Model for Shallow Waters: A Case Study over Mauritius Coast by Satpute Shwetambari, Roy Subham, Gatage Omkar Shashikant, Kolase Vaibhav Balaso, Singh Suraj Kumar, Dandabathula Giribabu

“…The digital bathymetric surfaces are generally generated from a distributed seafloor depths. Once these depth points are collected, the next step to generate a continuous surface is to select and implement interpolation. …”
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