Towards 5G：heterogeneous cellular network architecture design based on intelligent SDN paradigm by Yifan ZHOU, Zhifeng ZHAO, Honggang ZHANG

“…To enrich the SDN（software defined networking）with intelligence and learning capability，an intelligent SDN paradigm was proposed for the first time.Combining it with the traditional cellular networks，5G-oriented heterogeneous cellular network architecture based on the intelligent SDN was set up，which made the integrated management of radio access networks and core networks possible.Based on the management and coordination of intelligent SDN，the decoupling of control and data，decoupling of uplink and downlink，and dynamic resource utilization in radio access networks to improve the spectrum efficiency and energy efficiency were put forward；content caching and network security strategies were deployed in the core networks to enhance the network scalability and data throughput.Globally，the resource utilization in radio access networks and core networks was optimized to achieve the network function virtualization and customized service provision，which contributed to the in-depth combination between the heterogeneous cellular networks and intelligent SDN.…”
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Auto-Probabilistic Mining Method for Siamese Neural Network Training by Arseniy Mokin, Alexander Sheshkus, Vladimir L. Arlazarov

“…Training deep learning models for classification with limited data and computational resources remains a challenge when the number of classes is large. …”
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Characterization of a trypanosome from large yellow croaker (Larimichthys crocea), cage-cultured in seawater, in China by Ju-Feng Wang, Xin-Tao Li, Peng Zhang, Li-Wen Xu, Jin-Yong Zhang, Geoff Hide, De-Hua Lai, Zhao-Rong Lun

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Mitochondrial dysfunction in the regulation of aging and aging-related diseases by Xianhong Zhang, Yue Gao, Siyu zhang, Yiqi Wang, Xinke Pei, Yufei Chen, Jinhui Zhang, Yichen Zhang, Yitian Du, Shauilin Hao, Yujiong Wang, Ting Ni

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Protective effects of Maillard products of skipjack trypsin hydrolysate on uric acid-induced injury of human kidney-2 cell (HK-2) by Yurou Chu, Jiaxing Wang, Jipeng Sun, Ru Song, Liang Chen, Xiaoyu Zou

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Gut bacterium Acinetobacter sp. assists Camellia weevil with host plant adaptation by degrading tea saponin via the benzoate pathway by Feng Song, Jinping Shu, Shouke Zhang

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Microbial C/N metabolic capabilities contribute to the fate of crop residue N in plant-soil-microbe continuum over multiple seasons by Zhihuang Xie, Yansheng Li, Zhenhua Yu, Guanghua Wang, Xiaobing Liu, Caixian Tang, Junjie Liu, Judong Liu, Junjiang Wu, Stephen J. Herbert, Jian Jin

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Research Progress on the Preparation and Application of Decellularized Tendons by Jing Li, Mingxing Wen, Sujuan Zhang, Lingfei Du, Xin Fan, Hao Liang, Hong Wang, Jing Sun, Yuchun Ding, Liangpeng Ge, Jideng Ma, Jinwei Zhang

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POTENTIAL POSSIBILITIES AND OUTLOOKS OF THE DEVELOPPMENT OF SMALL BUSINESS IN ENERGETICS by Faurash N.

“…Occurrences of small business as the partner of the enterprises will promote increase of efficiency of functioning of a power complex, improvement of controllability of this making national economy, and also more to an effective utilization of primary power resources.…”
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Ultrasound-Assisted extraction and purification of polysaccharides from Boschniakia rossica: Structural Characterization and antioxidant potential by Minghui Yang, Xingfan Li, Xinyi Du, Falin Li, Tianqi Wang, Yanyan Gao, Jia Liu, Xiongfei Luo, Xiaorui Guo, Zhonghua Tang

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A Multi-Optimization Method for Capacity Configuration of Hybrid Electrolyzer in a Stand-Alone Wind-Photovoltaic-Battery System by Suliang Ma, Zeqing Meng, Yang Mei, Mingxuan Chen, Yuan Jiang

“…Conversely, relative to the efficiency-focused optimization function, the proposed method maintained a marginal 5.22% reduction in utilization efficiency while achieving a 6.46% improvement in economic performance. …”
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Fluorescent carbon quantum dots from Syzygium aromaticum as a selective sensor for Fe3+ and Cd2+ detection in aqueous solution by Said Ali Akbar, Muhammad Hasan, Muhammad Nazar, Ilham Zulfahmi, Edy Miswar, Muhammad Iqhrammullah, Zulkarnain Jalil

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Contrasting the influences of phosphate and phosphite on growth of Aspergillus niger by Ying Wang, Kejin Ding, Jiakai Ji, Meiyue Xu, Shihui Yan, Yonghong Fan, Dan Yu, Zhen Li, Zhen Li

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Iron⁃calcium⁃biochar enhanced sludge deep dewatering and sludge⁃based biochar preparation by JIAO Hongming, FU Liang*, ZHOU Yingying, WANG Xurong, ZHANG Leilei, Gao Yonglin, ZHOU Dandan

“…In this study, we explored the synergistic effect of FeCl3, CaO, and biochar on the difficult dewatering residual sludge and its resource utilization. Under the optimal sludge dewatering with FeCl3 addition, CaO and biochar supplements could further enhance dewatering efficiency. …”
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Chromosome-level genome assembly and annotation of Gypsophila vaccaria by Chaoqiang Zhang, Jiayin Zhang, Bin Yang, Yunchen Zhao, Liang Yin, Enjun Wang, Yaqiu Zhao, Jinglong Li

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Optimization of Celery Tail Waste-Based Hydrogels and Application in Soil Water Retention by Yuqin Wang, Yuan Zhong, Jun Wu, Yufan Xie, Shiwei Fang, Liqun Cai

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Analysis of the impact of latitude on the structure and composition of tea leaves and associated cold resistance by Tian Lili, Li Juan, Lin Haiyan, Yao Yuantao, Huang Jian′an

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Influence of the Maillard Reaction on the Properties of Gelatin/Zein Nanofibers Loaded with Dihydromyricetin Prepared by Electro-Blowing Spinning by Hui Xiang, Runtian Wu, Man Xiao, Jianhui An, Longchen Shang, Yexing Tao, Lingli Deng

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Effects of Licorice Stem and Leaf Forage on Growth and Physiology of Hotan Sheep by Peng Yin, Weiqing Kong, Linyuan Cheng, Nana Shi, Shonghan Wang, Fei Guo, Haitao Shen, Hua Yao, Hongbin Li

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Crowd-based collaboration caching mechanism in smart identifier network by Haifeng LI, Wei QUAN, Nan CHENG, Hongke ZHANG, Xuemin SHEN

“…Smart identifier network (SINET) is an innovative network architecture.Through dynamic collaboration of service resource,function groups and physical components,the network scalability,resource utilization and service quality were effectively improved by SINET,and an effective solution for the development of industrial Internet of things(IoT) could be provided.To promote content delivery in resource-constrained IoT,caching function was introduced in network components by SINET,and the bandwidth waste caused by traffic redundancy in resource-constrained node could be reduced.Therefore,how to efficiently cache content became an important research topic.Based on SINET architecture,a crowd-based collaboration cache (C2Cache) mechanism was proposed in this scheme.According to the actual network topology,the caching function group was dynamically created and optimized by C2Cache,and a function group as crowd minimum unit to execute the maximum benefit cache (MBC) algorithm was defined to maximize the caching space efficiency.With the self-developed emulation system,named EmuStack,the performance of C2Cache was evaluated.The experimental results show that,comparing with LCE,Random,Prob Cache,LCD and Greedy caching mechanisms,the cache hit rate can be improved effectively,then the average access time can be reduced significantly by C2Cache.In the simulated network scenario,the performance increases 15% to 30%.…”
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