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學術報告-Big Data Research Opportunities in Disaster Management: The LITMUS Landslide Information Service as an Illustrative Example

發布時間:2019-06-03   來源:本站原創   瀏覽次數:0

Big Data Research Opportunities in Disaster Management: The LITMUS Landslide Information Service as an Illustrative Example

主講人:Calton Pu  教授

活動時間:06月05日10時15分    

地點:理科群1號樓D418

講座內容:The ongoing convergence of evolution of devices (Internet of Things), deployment of large shared infrastructures (computing clouds), and accumulation of Big Data (sensors and social media) has created exciting new research challenges in quality of service (e.g., real-time response time, high availability and robustness despite widespread failures), and quality of information (e.g., security, privacy, and robustness despite misinformation). These research challenges require integration and synthesis of results from several related areas, e.g., sensor networks and social networks as Big Data producers, sophisticated machine learning models running on clouds as Big Data consumers, and system support at various levels to provide timely response. We have built LITMUS, a landslide detection system, to illustrate the research challenges of integrating physical sensors (earthquakes and rainfall) and social sensors (Twitter, Instagram, and YouTube).

主講人介紹:

Calton Pu received his PhD from University of Washington and served on the faculty of Columbia University and Oregon Graduate Institute.  Currently, he is holding the position of Professor and John P. Imlay, Jr. Chair in Software in the College of Computing, Georgia Institute of Technology.  He has worked on several projects in systems and database research.  His contributions to systems research include program specialization and software feedback.  His contributions to database research include extended transaction models and their implementation.  His recent research has focused on automated system management in clouds (Elba project), information quality (e.g., spam processing), and big data in Internet of Things (GRAIT-DM project).  He has collaborated extensively with scientists and industry researchers.  He has published more than 70 journal papers and book chapters, 280 conference and refereed workshop papers. He served on more than 120 program committees.


地址:河北省石家莊市南二環東路20號

郵編:050024

電話:0311-80787800

制作維護:河北師范大學計算機與網絡空間安全學院

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