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401 results on '"Han, Yanbo"'

1. Dflow, a Python framework for constructing cloud-native AI-for-Science workflows

Author

Liu, Xinzijian, Han, Yanbo, Li, Zhuoyuan, Fan, Jiahao, Zhang, Chengqian, Zeng, Jinzhe, Shan, Yifan, Yuan, Yannan, Xu, Wei-Hong, Liu, Yun-Pei, Zhang, Yuzhi, Wen, Tongqi, York, Darrin M., Zhong, Zhicheng, Zheng, Hang, Cheng, Jun, Zhang, Linfeng, and Wang, Han

Subjects
Computer Science - Distributed, Parallel, and Cluster Computing
Abstract

In the AI-for-science era, scientific computing scenarios such as concurrent learning and high-throughput computing demand a new generation of infrastructure that supports scalable computing resources and automated workflow management on both cloud and high-performance supercomputers. Here we introduce Dflow, an open-source Python toolkit designed for scientists to construct workflows with simple programming interfaces. It enables complex process control and task scheduling across a distributed, heterogeneous infrastructure, leveraging containers and Kubernetes for flexibility. Dflow is highly observable and can scale to thousands of concurrent nodes per workflow, enhancing the efficiency of complex scientific computing tasks. The basic unit in Dflow, known as an Operation (OP), is reusable and independent of the underlying infrastructure or context. Dozens of workflow projects have been developed based on Dflow, spanning a wide range of projects. We anticipate that the reusability of Dflow and its components will encourage more scientists to publish their workflows and OP components. These components, in turn, can be adapted and reused in various contexts, fostering greater collaboration and innovation in the scientific community.

Published
2024

12. 'Failure' Service Pattern Mining for Exploratory Service Composition

Author

Yuan, Yunjing, Wang, Jing, Han, Yanbo, Li, Qianwen, Chen, Gaojian, Jiao, Boyang, Akan, Ozgur, Editorial Board Member, Bellavista, Paolo, Editorial Board Member, Cao, Jiannong, Editorial Board Member, Coulson, Geoffrey, Editorial Board Member, Dressler, Falko, Editorial Board Member, Ferrari, Domenico, Editorial Board Member, Gerla, Mario, Editorial Board Member, Kobayashi, Hisashi, Editorial Board Member, Palazzo, Sergio, Editorial Board Member, Sahni, Sartaj, Editorial Board Member, Shen, Xuemin (Sherman), Editorial Board Member, Stan, Mircea, Editorial Board Member, Jia, Xiaohua, Editorial Board Member, Zomaya, Albert Y., Editorial Board Member, Gao, Honghao, editor, and Wang, Xinheng, editor

Published
2021
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13. BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big Data

Author

Gruhn, Volker, Han, Yanbo, Hesenius, Marc, Reichert, Manfred, Wang, Guiling, Yu, Jian, Zhang, Liang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hacid, Hakim, editor, Kao, Odej, editor, Mecella, Massimo, editor, Moha, Naouel, editor, and Paik, Hye-young, editor

Published
2021
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14. Where Is the Next Path? A Deep Learning Approach to Path Prediction Without Prior Road Networks

Author

Wang, Guiling, Zhang, Mengmeng, Gao, Jing, Han, Yanbo, Akan, Ozgur, Editorial Board Member, Bellavista, Paolo, Editorial Board Member, Cao, Jiannong, Editorial Board Member, Coulson, Geoffrey, Editorial Board Member, Dressler, Falko, Editorial Board Member, Ferrari, Domenico, Editorial Board Member, Gerla, Mario, Editorial Board Member, Kobayashi, Hisashi, Editorial Board Member, Palazzo, Sergio, Editorial Board Member, Sahni, Sartaj, Editorial Board Member, Shen, Xuemin (Sherman), Editorial Board Member, Stan, Mircea, Editorial Board Member, Jia, Xiaohua, Editorial Board Member, Zomaya, Albert Y., Editorial Board Member, Gao, Honghao, editor, Wang, Xinheng, editor, Iqbal, Muddesar, editor, Yin, Yuyu, editor, Yin, Jianwei, editor, and Gu, Ning, editor

Published
2021
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15. Research on Ship Classification Method Based on AIS Data

Author

Luo, Pu, Gao, Jing, Wang, Guiling, Han, Yanbo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Liu, Dongning, editor, Liao, Hao, editor, Fan, Hongfei, editor, and Gao, Liping, editor

Published
2021
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17. A Data Services Composition Approach for Continuous Query on Social Media Streams

Author

Wang, Guiling, Zuo, Xiaojiang, Hesenius, Marc, Xu, Yao, Han, Yanbo, Gruhn, Volker, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Hameurlain, Abdelkader, editor, Wagner, Roland, editor, Morvan, Franck, editor, and Tamine, Lynda, editor

Published
2019
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18. Latency-Aware Deployment of IoT Services in a Cloud-Edge Environment

Author

Zhang, Shouli, Liu, Chen, Wang, Jianwu, Yang, Zhongguo, Han, Yanbo, Li, Xiaohong, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Yangui, Sami, editor, Bouassida Rodriguez, Ismael, editor, Drira, Khalil, editor, and Tari, Zahir, editor

Published
2019
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19. Temporal Dependency Mining from Multi-sensor Event Sequences for Predictive Maintenance

Author

Cao, Weiwei, Liu, Chen, Han, Yanbo, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ni, Weiwei, editor, Wang, Xin, editor, Song, Wei, editor, and Li, Yukun, editor

Published
2019
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20. DataServiceHatch: Generating and Composing Continuous Data Services

Author

Wang, Guiling, Cui, Tongtong, Zuo, Xiaojiang, Xu, Yao, Han, Yanbo, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Shao, Jie, editor, Yiu, Man Lung, editor, Toyoda, Masashi, editor, Zhang, Dongxiang, editor, Wang, Wei, editor, and Cui, Bin, editor

Published
2019
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21. Runtime Service Composition Modification Supporting Situational Sensor Data Correlation

Author

Liu, Chen, Zhang, Zhongmei, Zhang, Shouli, Han, Yanbo, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Liu, Xiao, editor, Mrissa, Michael, editor, Zhang, Liang, editor, Benslimane, Djamal, editor, Ghose, Aditya, editor, Wang, Zhongjie, editor, Bucchiarone, Antonio, editor, Zhang, Wei, editor, Zou, Ying, editor, and Yu, Qi, editor

Published
2019
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27. An Event Correlation Based Approach to Predictive Maintenance

Author

Zhu, Meiling, Liu, Chen, Han, Yanbo, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Cai, Yi, editor, Ishikawa, Yoshiharu, editor, and Xu, Jianliang, editor

Published
2018
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28. A Data Services Composition Approach for Continuous Query on Data Streams

Author

Wang, Guiling, Zuo, Xiaojiang, Hesenius, Marc, Xu, Yao, Han, Yanbo, Gruhn, Volker, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Cai, Yi, editor, Ishikawa, Yoshiharu, editor, and Xu, Jianliang, editor

Published
2018
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29. A Service-Based Declarative Approach for Capturing Events from Multiple Sensor Streams

Author

Zhang, Zhongmei, Liu, Chen, Li, Xiaohong, Han, Yanbo, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Pahl, Claus, editor, Vukovic, Maja, editor, Yin, Jianwei, editor, and Yu, Qi, editor

Published
2018
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30. Constructing and Evaluating an Evolving Web-API Network for Service Discovery

Author

Adeleye, Olayinka, Yu, Jian, Yongchareon, Sira, Han, Yanbo, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Pahl, Claus, editor, Vukovic, Maja, editor, Yin, Jianwei, editor, and Yu, Qi, editor

Published
2018
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31. A Frequent Sequential Pattern Based Approach for Discovering Event Correlations

Author

Cao, Yunmeng, Liu, Chen, Han, Yanbo, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Meng, Xiaofeng, editor, Li, Ruixuan, editor, Wang, Kanliang, editor, Niu, Baoning, editor, Wang, Xin, editor, and Zhao, Gansen, editor

Published
2018
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32. A Lightweight Model for Stream Sensor Data Service

Author

Su, Shen, Liu, Chen, Zhang, Zhongmei, Han, Yanbo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Wang, Guojun, editor, Han, Yanbo, editor, and Martínez Pérez, Gregorio, editor

Published
2016
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34. A Reliable Replica Mechanism for Stream Processing

Author

Ding, Weilong, Zhao, Zhuofeng, Han, Yanbo, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Wang, Shangguang, editor, and Zhou, Ao, editor

Published
2017
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35. An Approach to Modeling and Discovering Event Correlation for Service Collaboration

Author

Zhu, Meiling, Liu, Chen, Wang, Jianwu, Su, Shen, Han, Yanbo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Maximilien, Michael, editor, Vallecillo, Antonio, editor, Wang, Jianmin, editor, and Oriol, Marc, editor

Published
2017
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36. Discovering Companion Vehicles from Live Streaming Traffic Data

Author

Liu, Chen, Wang, Xiongbin, Zhu, Meiling, Han, Yanbo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Li, Feifei, editor, Shim, Kyuseok, editor, Zheng, Kai, editor, and Liu, Guanfeng, editor

Published
2016
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40. A Connectivity Based Recommendation Approach for Data Service Mashups

Author

Zhang, Sai, Wang, Guiling, Zhang, Zhongmei, Han, Yanbo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Benatallah, Boualem, editor, Bestavros, Azer, editor, Catania, Barbara, editor, Haller, Armin, editor, Manolopoulos, Yannis, editor, Vakali, Athena, editor, and Zhang, Yanchun, editor

Published
2015
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42. Situation-Aware Data Service Composition Based on Service Hyperlinks

Author

Liu, Chen, Wang, Jianwu, Han, Yanbo, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Huang, Zhisheng, editor, Liu, Chengfei, editor, He, Jing, editor, and Huang, Guangyan, editor

Published
2014
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48. Water Abundance Evaluation of Aquifer Using GA-SVR-BP: A Case Study in the Hongliulin Coal Mine, China.

Author

Wang, Qiqing, Han, Yanbo, Zhao, Liguo, and Li, Wenping

Subjects
COAL mining, MINE water, SUPPORT vector machines, AQUIFERS, BACK propagation, LONGWALL mining, ENERGY consumption
Abstract

At present, coal accounts for more than 56% of China's primary energy consumption and will continue to dominate for a long time in the future. With the continuous expansion of the mining intensity and scale of Jurassic coal resources in Northwestern China, the problem of mine roof water disasters is becoming increasingly serious. The degree of harm is related to the hydrogeological structure of the overlying strata of the coal seam. Reasonable and effective prediction and evaluation of the water abundance of the coal seam roof aquifer is conducive to making scientific decisions on the prevention and control of roof water disasters, so as to achieve safe mining. In order to solve the problem of water abundance evaluation in mining areas lacking hydrological holes, taking the Hongliulin coal mine in Shennan mining area as an example, four main control factors for water abundance were selected: sandstone thickness, core recovery ratio, brittle rock thickness ratio, and flushing fluid consumption. Combined with unit water inflow and multiple factor comprehensive analysis, a back propagation (BP) artificial neural network and support vector machine regression (SVR) were introduced into water abundance evaluation. The reciprocal variance method was used to predict the measured unit water inflow. Finally, according to the "Detailed Rules for Coal Mine Water Prevention and Control", the water abundance of aquifers was classified to verify the accuracy of the model and partition the water abundance of the study area. The results indicate that, based on the predicted results of unit water inflow, out of 37 borehole data, 22 weak water abundance holes and 15 medium water abundance holes were evaluated correctly, verifying their applicability. The study area was generally weak in water abundance, with two grades of medium and weak. The medium water abundance area was mainly located in the north and south of the study area, and the weak water abundance area was mainly located in the east and west. It can be seen that this evaluation model has certain applicability for evaluating the water abundance of coal seam roofs. It is of great significance, especially for the evaluation of water abundance in mining areas where hydrological holes are lacking. [ABSTRACT FROM AUTHOR]

Published
2023
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49. An Efficient Data Maintenance Strategy for Data Service Mashup Based on Materialized View Selection

Author

Zhang, Peng, Han, Yanbo, Wang, Guiling, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ghose, Aditya, editor, Zhu, Huibiao, editor, Yu, Qi, editor, Delis, Alex, editor, Sheng, Quang Z., editor, Perrin, Olivier, editor, Wang, Jianmin, editor, and Wang, Yan, editor

Published
2013
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