Function Delivery Network: A Spatial-Temporal Execution Orchestrator for Optimizing Serverless Computing by Joel R. Corporan, Arshdeep Bahga, Vijay K. Madisetti

“…Our results demonstrate significant improvements in resource utilization, execution time, and request completion rates. The FDN reduces function instance allocation by up to 97.82%, improves median response times by 45.45%, and maintains higher request completion rates at high concurrency levels compared to native FaaS execution. …”
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IMPLEMENTATION OF BACKPROPAGATION AND HYBRID ARIMA-NN METHODS IN PREDICTING ACCURACY LEVELS OF RAINFALL IN MAKASSAR CITY by Hisyam Ihsan, Irwan Irwan, Andi Illa Erviani Nensi

“…The results showed that the Backpropagation method excelled with an RMSE value of 137.320 or 0.1149, indicating high accuracy in forecasting changes in seasonal trends and patterns. Hybrid ARIMA-NN gives good results with RMSE 145.834, as residues contain better nonlinearity compared to ARIMA models (4,0,1), although it shows a slightly higher error rate compared to Backpropagation.…”
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Antibiotic resistance of biofilm-forming bacteria causing urinary tract infections: A systematic review by Abigail Anne Ferrer, Samson Decasa, Juliana Carlidy Elauria, Jalen Rose Esguerra, Earl Adriane Cano, Angela Nole Shayenne Coderos, Denise Alexandra Cruz, Den Marc Exala

“…Furthermore, biofilm formation rates ranged from 36.5% to 100%, with a median prevalence of 75.5%. …”
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Flow Characteristics and Loss Mechanism of Tip Leakage Flow in Mining Contra-Rotating Axial Flow Fan by Yongping Chen, Ronghua Liu, Wenqing Peng, Shiqiang Chen

“…Therefore, numerical simulations and experimental methods were employed to obtain the internal flow field of the mining counter-rotating axial flow fan, and the influence of flow rate on the tip leakage flow pattern was mastered. …”
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An after-action review of COVID-19 cases and mitigation measures at US Mission India, March 2020-July 2021. by Jaspreet Singh, Rajesh Yadav, Samantha Robinson, Mark Vanelli, Melissa Nyendak, Meghna Desai

“…The Health Unit identified 2,484 contacts with a 25% positivity rate. The attack rates ranged between 10-19%, with the highest at 19% in Delhi, which was lower compared to the estimated attack rate for respective cities but closely resembled the pattern of COVID-19 waves in India. …”
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Mutational features of chromids and chromosomes in Pseudoalteromonas provide new insights into the evolution of secondary replicons by Wanyue Jiang, Jiao Pan, Tongtong Lin, Yaohai Wang, Yanze Wang, Rongxiao Zhang, Xiaoming Zhou, Yu Zhang

“…In addition, the context-dependence and variation pattern of the base-pair substitutions (BPSs) rates of the entire replicons exhibited differences that may be caused by the different replication directions of the chromids. …”
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Analysis of the deformation of the elastic coating of the roll by Khurramov Shavkat, Abrorov Akbar, Xalmamatova Lola, Atadjanova Sayyora, Dalakyan Janna

“…Engineering formulas for calculating the rates of compression deformation (restoration) of the coating to the corresponding material velocity are obtained. …”
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Cross-correlation-based signal pruning method (CCSPM) for effective signal distortion reduction in massive MIMO communications by M. Kasiselvanathan, SatheeshKumar Palanisamy, N. Sathishkumar, K. B. Gurumoorthy, Tagrid Abdullah N. Alshalali, S. Lakshmi Narayanan

“…In the signal vector representation, the conventional signal is pruned for its maximum distortion rate post the correlation. The vector representation is recurrent until the least possible distortion rate is observed. …”
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An Integrated Framework for Infectious Disease Control Using Mathematical Modeling and Deep Learning by Mohammed Salman, Pradeep Kumar Das, Sanjay Kumar Mohanty

“…Unlike the existing model, emphasis is given to suggesting a model that is capable of investigating stability while considering the effect of vaccination and migration rate. Next, the influence of vaccination on the rate of infection is effectively predicted using an efficient deep learning model by employing the long-term dependencies in sequential data. …”
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Influence of a cloudy fuzzy environment for deteriorating products with ramp-type demand under a supply chain management by Surendra Vikram Singh Padiyar, Ummeferva Zaidi, Amit Kumar, Mitali Sarkar, Biswajit Sarkar, Rekha Guchhait

“…To ensure the minimum cost of the supply chain, two different types of deteriorating rates are tested in this study: crisp deterioration rate and uncertain deterioration rate. …”
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Trends in United States mortality among patients with atrial fibrillation/flutter related heart failure (1999–2024): disparities by gender, race/ethnicity and region by Suraksha Rani, Laksh Kumar, Sheikh Muhammad Ebtehaj Ali, Saad Ashraf, Sunaina Bhimani, Sumet Kumar, Adarsh Raja, Abdullah BS, Biruk Demisse Ayalew, Mohammad Hamza Bin Abdul Malik

“…The age-adjusted mortality rate (AAMR) rose significantly from 8.2 to 24.3 per 100,000 population. …”
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Tobacco and other substance co-use among adolescents and young adults with cancer who use tobacco: prevalence and associations with nicotine dependence and depression by Eun Jeong Oh, Michael A Diefenbach, Elizabeth J Siembida, Brittney Greene, Kara P Wiseman, Melissa Basile, Nehal P Vadhan

“…When AYA cancer survivors who use tobacco had major depression, alcohol co-use was associated with lower rates of nicotine dependence (aOR=0.08, 95% CI=0.01, 0.53).Conclusions There are high rates of substance co-use among AYAs who use tobacco, consistent across cancer history. …”
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The Prevalence of Anatomical Variations of the Median Nerve in the Carpal Tunnel: A Systematic Review and Meta-Analysis. by Brandon Michael Henry, Helena Zwinczewska, Joyeeta Roy, Jens Vikse, Piravin Kumar Ramakrishnan, Jerzy A Walocha, Krzysztof A Tomaszewski

“…Our aim was to determine the prevalence rates of anatomical variations of the MN in the carpal tunnel and the most common course patterns and variations in its thenar motor branch (TMB).…”
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Prognostic Indicators and Comparative Treatment Outcomes in High-Risk Thyroid Cancer with Laryngotracheal Invasion by Eman A. Toraih, Jessan A. Jishu, Mohammad H. Hussein, Aly A. M. Shaalan, Manal S. Fawzy, Emad Kandil

“…Tracheal and laryngeal invasion rates declined from 3.7%–0.7% and 1.5%–0.6%, respectively, from 2000 to 2015. …”
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Resistance characteristics of culture-positive tuberculosis from 2015 to 2022 by Zhenzhen Wang, Zhenzhen Wang, Liyang Xu, Liyang Xu, Tengfei Guo, Long Li, Qing Zhang, Jinwei Liu, Xiangyang Zu, Zhanqin Zhao, Yun Xue

“…Resistance in MDR-TB and PDR-TB cases frequently involved combinations of hotspot mutations but was not strictly confined to these sites.ConclusionTuberculosis resistance rates have declined over time, with distinct regional variations in resistance patterns. …”
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Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. by Hui Zhao, Guobin Zhao, Xichun Wang, Zhonghui Zhang, Xianchao Xun

“…Experiments show that the proposed model achieves an accuracy rate of 95.23% in identifying interference signals and an anti-interference accuracy rate of 85.47%, significantly outperforming random forest and deep Q-network models. …”
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Origin of the solar-cycle imprint on global sea level change by Shuhei Masuda, John Philip Matthews, Yosuke Alexandre Yamashiki

“…The latter can influence the strength and rate of evolution of the El Niño Southern Oscillation which, in turn, determines the level of net terrestrial water storage through its effect on rainfall patterns. …”
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Emergency department visits in Italy: 2017-2023 trends, decline and recovery by Camilla Mattiuzzi, Giuseppe Lippi, Ciro Paolillo

“…In 2023, the ED visit rate reached 58.5 per 1,000 population, marking a 25.6% reduction compared to 2019, but with a 4.7% increase from 2022. …”
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Spatiotemporal dynamics and influencing factors of soil heterotrophic respiration in northeast China. by Dan Liu, Cheng Long Yu, Rui Feng, Shi Ping Yin

“…And it had a significant increasing trend at the rate of 5.75 × 108 kg/year. (2) From the spatial differentiation and spatial clustering pattern, Rh was dominated by a northeast-southwest direction, its spatial distribution center was close to the northeast geographical center, and it had no obvious contraction or expansion trend on the whole. (3) In the northern and northeastern regions of the study area, vegetation cover directly influences local soil respiration rates. …”
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Development of an autoregressive neural network model for predicting accidents in the Khabarovsk Territory by E. V. Shokhirev, P. P. Volodkin, V. A. Lazarev, A. V. Konstantinov

“…Scientific novelty in the form of development of autoregressive neural network model of accident rate forecasting to identify dependencies and patterns of data, which can improve the quality of accident rate forecasting, considering also the possibility of processing a large amount of data with information about the factors affecting the accident rate. …”
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