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1,843 results on '"Wang, Shengwei"'

1. Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network

Author

Sahni, Yuvraj, Cao, Jiannong, Yang, Lei, and Wang, Shengwei

Subjects
Computer Science - Networking and Internet Architecture, Computer Science - Distributed, Parallel, and Cluster Computing
Abstract

Collaborative edge computing has become a popular paradigm where edge devices collaborate by sharing resources. Data dissemination is a fundamental problem in CEC to decide what data is transmitted from which device and how. Existing works on data dissemination have not focused on coflow scheduling in CEC, which involves deciding the order of flows within and across coflows at network links. Coflow implies a set of parallel flows with a shared objective. The existing works on coflow scheduling in data centers usually assume a non-blocking switch and do not consider congestion at different links in the multi-hop path in CEC, leading to increased coflow completion time (CCT). Furthermore, existing works do not consider multiple flow sources that cannot be ignored, as data can have duplicate copies at different edge devices. This work formulates the multi-source coflow scheduling problem in CEC, which includes jointly deciding the source and flow ordering for multiple coflows to minimize the sum of CCT. This problem is shown to be NP-hard and challenging as each flow can have multiple dependent conflicts at multiple links. We propose a source and coflow-aware search and adjust (SCASA) heuristic that first provides an initial solution considering the coflow characteristics. SCASA further improves the initial solution using the source search and adjust heuristic by leveraging the knowledge of both coflows and network congestion at links. Evaluation done using simulation experiments shows that SCASA leads to up to 83% reduction in the sum of CCT compared to benchmarks without a joint solution.

Published
2024

2. Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning

Author

Peng, Weike, Gao, Jiaxin, Chen, Yuntian, and Wang, Shengwei

Subjects
Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Cryptography and Security, Statistics - Applications
Abstract

Machine learning algorithms emerge as a promising approach in energy fields, but its practical is hindered by data barriers, stemming from high collection costs and privacy concerns. This study introduces a novel federated learning (FL) framework based on XGBoost models, enabling safe collaborative modeling with accessible yet concealed data from multiple parties. Hyperparameter tuning of the models is achieved through Bayesian Optimization. To ascertain the merits of the proposed FL-XGBoost method, a comparative analysis is conducted between separate and centralized models to address a classical binary classification problem in geoenergy sector. The results reveal that the proposed FL framework strikes an optimal balance between privacy and accuracy. FL models demonstrate superior accuracy and generalization capabilities compared to separate models, particularly for participants with limited data or low correlation features and offers significant privacy benefits compared to centralized model. The aggregated optimization approach within the FL agreement proves effective in tuning hyperparameters. This study opens new avenues for assessing unconventional reservoirs through collaborative and privacy-preserving FL techniques.

Published
2024

26. Polo-like kinase 1 promotes pulmonary hypertension

Author

Chen, Rongrong, Wang, Hongfei, Zheng, Cuiting, Zhang, Xiyu, Li, Li, Wang, Shengwei, Chen, Hongyu, Duan, Jing, Zhou, Xian, Peng, Haiyong, Guo, Jing, Zhang, Anchen, Li, Feifei, Wang, Wang, Zhang, Yu, Wang, Jun, Wang, Chen, Meng, Yan, Du, Xinling, and Zhang, Hongbing

Published
2023
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31. Quantitative Study on Color-Coding of Aircraft See-Through Display

Author

Liu, Qingfeng, Yu, Xinli, Bai, Yu, Yu, Mengsun, Ding, Li, Wang, Shengwei, Wang, Yanyan, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Long, Shengzhao, editor, and Dhillon, Balbir S., editor

Published
2023
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32. Secure and Non-secure Data Processing of Power Bus Communication

Author

Zhu, Guowei, Dai, Dangdang, Li, Jing, Huang, Jie, Wang, Shengwei, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Hung, Jason C., editor, Chang, Jia-Wei, editor, and Pei, Yan, editor

Published
2023
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33. Method for Locating Communication Device Faults

Author

Li, Lei, Zhou, Zheng, Wang, Yixi, Wang, Shengwei, Zhang, Jian, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Hung, Jason C., editor, Chang, Jia-Wei, editor, and Pei, Yan, editor

Published
2023
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34. Configuration Method of Safety Link of Electric Power Communication Network

Author

Hu, Huanjun, Wang, Shengwei, Wang, Yixi, Li, Lei, Ning, Hao, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Hung, Jason C., editor, Chang, Jia-Wei, editor, and Pei, Yan, editor

Published
2023
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35. Data Transmission and Isolation Method for Power Bus Communication

Author

Ye, Yuxuan, Liao, Rongtao, Li, Lei, Wang, Shengwei, Zhang, Jian, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Hung, Jason C., editor, Chang, Jia-Wei, editor, and Pei, Yan, editor

Published
2023
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40. Study on permeability model of bedding coal and rocks based on equivalent fracture aperture

Author

QI Xianyin, WANG Shengwei, GENG Diandong, FU Peng

Subjects
gas extraction, bedded coal and rock, equivalent fracture aperture, permeability, gas-solid coupling, Mining engineering. Metallurgy, TN1-997
Abstract

In order to improve the anisotropy characteristics of permeability model in quantitatively describing mechanical deformation and permeability behavior of bedding coal rocks, take the fracture aperture of parallel bedding coal rocks as the benchmark, introduce the equivalent fracture aperture coefficient, and make the fracture aperture of non-parallel bedding coal rocks equivalent, we propose a permeability evolution model of bedding coal and rocks based on equivalent fracture aperture coefficient. The results show that with the increase of the bedding angle, the permeability of bedding coal and rocks decreases significantly, and the larger the bedding angle is, the smaller the dynamic permeability changes with the change of gas pressure; the adsorption effect has a significant impact on the evolution of permeability, but they are in a competitive relationship under different mechanical boundaries. The effect of effective stress on permeability is in a dominant position under the boundary of constant surrounding rock stress, while the adsorption effect is dominant under the fixed displacement boundary condition; for gas drainage of bedding coal and rock, drainage along the bedding direction can greatly improve the drainage efficiency.

Published
2023
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43. Structural Characterization of Longan Polysaccharide and Its Activating Effect on Macrophages

Author

ZHANG Jing, FENG Chao, WANG Shengwei, YANG Ruili, LI Wu

Subjects
longan, polysaccharide, purification, structural characterization, macrophages, Food processing and manufacture, TP368-456
Abstract

To explore the structure of longan polysaccharide and its effect on macrophages, a homogenous polysaccharide (named LP) was isolated and purified from longan pulp by ethanol fractional precipitation, and the structure of LP was characterized by gel permeation chromatography with laser light scattering (GPC-LLS), infrared spectroscopy (IR) and nuclear magnetic resonance (NMR) spectroscopy. Meanwhile, its effect on the phagocytic capacity of macrophages and the secretion of tumor necrosis factor-α (TNF-α), interleukin (IL)-1β and IL-6. The results showed that LP was a heteropolysaccharide with a weight average molecular mass of 8.42 × 105 Da composed of glucose, galactose, mannose, mannuronic acid, arabinose and rhamnose at a molar ratio of 98.70% : 0.57% : 0.35% : 0.09% : 0.20% : 0.12%. NMR spectroscopic analysis showed the backbone chain structure of LP to be 6)-α-Glcp-(1→6)-α-Glcp-(14)-α-Glcp-(-1. LP at 50, 100, 200 μg/mL promoted the phagocytic capacity of macrophages and increased the secretion of TNF-α, IL-1β and IL-6. The phagocytic capacity of LP-induced macrophages increased by 95.61% compared with the untreated control group. TNF-α, IL-1β and IL-6 secretion in macrophages challenged by LP at 50, 100 and 200 μg/mL were 2.38, 10.51 and 10.67 times higher than those in the control group, respectively. These results showed that LP had an activating effect on macrophages, which can provide a scientific basis for the deep processing of longan fruit.

Published
2023
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