Big Scientific Data Management: First International Conference, BigSDM 2018, Beijing, China, November 30 – December 1, 2018, Revised Selected Papers
44% off
DescriptionThis book constitutes the refereed proceedings of the First International Conference on Big Scientific Data Management, BigSDM 2018, held in Beijing, Greece, in November/December 2018.The 24 full papers presented together with 7 short papers were carefully reviewed and selected from 86 submissions. The topics involved application cases in the big scientific data management, paradigms for enhancing scientific discovery through big data, data management challenges posed by big scientific data, machine learning methods to facilitate scientific discovery, science platforms and storage systems for large scale scientific applications, data cleansing and quality assurance of science data, and data policies.Table of ContentsGravitational Waves: Detectors to Detections – Barry C. BarishBig Data Challenges of FAST – Youling Yue, Di LiCSSDC Big Data Processing and Applications in Space Science Missions – Yunlong Li, Jia Zhong, Fuli Ma, Ziming ZouInformation Services of Big Remote Sensing Data – Guojin He, Guizhou Wang, Tengfei Long, Huichan Liu, Weili Jiao, Wei Jiang et al.Data Management in Time-Domain Astronomy: Requirements and Challenges – Chen Yang, Xiaofeng Meng, Zhihui Du, Zhiqiang Duan, Yongjie DuAstroServ: A Distributed Database for Serving Large-Scale Full Life-Cycle Astronomical Data – Chen Yang, Xiaofeng Meng, Zhihui Du, JiaMing Qiu, Kenan Liang, Yongjie Du et al.AstroBase: Distributed Long-Term Astronomical Database – Kenan Liang, Wei Guo, Lizhen Cui, Meng Xu, Qingzhong LiAn Efficient Parallel Framework to Analyze Astronomical Sky Survey Data – Xiaobin Ma, Zhihui Du, Yankui Sun, Andrei Tchernykh, Chao Wu, Jianyan WeiReal-Time Query Enabled by Variable Precision in Astronomy – Yongjie Du, Xiaofeng Meng, Chen Yang, Zhiqiang DuanContinuous Cross Identification in Large-Scale Dynamic Astronomical Data Flow – Zhiqiang Duan, Chen Yang, Xiaofeng Meng, Yongjie DuScientific Data Management and Application in High Energy Physics – Gang Chen, Yaodong ChengEventDB: A Large-Scale Semi-structured Scientific Data Management System – Wenjia Zhao, Yong Qi, Di Hou, Peijian Wang, Xin Gao, Zirong Du et al.An Operator Library System for HEP Events Processing Based on Hbase Coprocessor – Zirong Du, Di Hou, Yong QiEvent-Oriented Caching System for ROOT Data Analysis in HEP – Baoan Liu, Can Ma, Bing Li, Weiping WangAutomated and Intelligent Data Migration Strategy in High Energy Physical Storage Systems – Zhenjing Cheng, Yaodong Cheng, Lu Wang, Qingbao Hu, Haibo Li, Qi Xu et al.Using Hadoop for High Energy Physics Data Analysis – Qiulan Huang, Zhanchen Wei, Gongxing Sun, Yaodong Cheng, Zhenjing Cheng, Qingbao HuCross-Domain Data Access System for Distributed Sites in HEP – Qi Xu, Zhenjing Cheng, Yaodong Cheng, Gang ChenMulti-dimensional Index over a Key-Value Store for Semi-structured Data – Xin Gao, Yong Qi, Di HouTechnology Dependency Graph (TDG): A Scientific Literature Mining Based Method for Technology Insight – Hui Gao, Wei Luo, Lin Gui, Ting WangPGCAS: A Parallelized Graph Clustering Algorithm Based on Spark – Dongjiang Liu, Jianhui LiQuery Associations Over Big Financial Knowledge Graph – Xiaofeng Ouyang, Liang Hong, Lujia ZhangCMCloud: An Autonomous Monitoring System for Big Data Processing Platform – Zhonglei Fan, Mengru Xu, Jialin Xi, Donghai LiShort-Timescale Gravitational Microlensing Events Prediction with ARIMA-LSTM and ARIMA-GRU Hybrid Model – Ying Sun, Zijun Zhao, Xiaobin Ma, Zhihui DuApplication of Blockchain Technology in Data Management: Advantages and Solutions – Liangming Wen, Lili Zhang, Jianhui LiA Framework of Data Sharing System with Decentralized Network – Pengfei Wang, Wenjuan Cui, Jianhui LiAgricultural Disease Image Dataset for Disease Identification Based on Machine Learning – Lei Chen, Yuan YuanSimbaQL: A Query Language for Multi-source Heterogeneous Data – Yuepeng Li, Zhihong Shen, Jianhui LiChanging Data Policies in China: Implications for Enabling FAIR Data – Lili Zhang, Robert R. Downs, Jianhui LiA Data Quality Evaluation Index for Data Journals – Lihua Kong, Yan Xi, Yangqin Lang, Yang Wang, Qingfei ZhangData Quality Transaction on Different Distributed Ledger Technologies – Chao Wu, Liyi Zhou, Chulin Xie, Yuhang Zheng, Jiawei YuPerformance Analysis and Optimization of Alluxio with OLAP Workloads over Virtual Infrastructure – Xu Chang, Yongbin Liu, Zhanpeng Mo, Li ZhaEditors BiographyJianhui Li, Wenjuan CuiCNIC, CAS, Beijing, ChinaXiaofeng MengRenmin University of China, Beijing, ChinaYing ZhangCentrum Wiskunde and Informatica, Amsterdam, The NetherlandsZhihui DuTsinghua University, Beijing, China
Back to top