Streaming remote sensing data processing for the future smart cities: State of the art and future challenges
文献类型：期刊论文
| 作者 | Sun, Xihuang1; Liu, Peng1; Ma, Yan1; Liu, Dingsheng1; Sun, Yechao1 |
| 刊名 | International Journal of Distributed Systems and Technologies
 |
| 出版日期 | 2016 |
| 卷号 | 7期号:1页码:1-14 |
| 英文摘要 | The explosion of data and the increase in processing complexity, together with the increasing needs of real-time processing and concurrent data access, make remote sensing data streaming processing a wide research area to study. This paper introduces current situation of remote sensing data processing and how timely remote sensing data processing can help build future smart cities. Current research on remote sensing data streaming is also introduced where the three typical and open-source stream processing frameworks are introduced. This paper also discusses some design concerns for remote sensing data streaming processing systems, such as data model and transmission, system model, programming interfaces, storage management, availability, etc. Finally, this research specifically addresses some of the challenges of remote sensing data streaming processing, such as scalability, fault tolerance, consistency, load balancing and throughput. Copyright © 2016, IGI Global. |
| 收录类别 | EI |
| 语种 | 英语 |
| WOS记录号 | WOS:20160501864236 |
| 源URL | [http://ir.radi.ac.cn/handle/183411/39609]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1. Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing, China 2. China Centre for Resources Satellite Data and Application, Beijing, China |
| 推荐引用方式 GB/T 7714 | Sun, Xihuang,Liu, Peng,Ma, Yan,et al. Streaming remote sensing data processing for the future smart cities: State of the art and future challenges[J]. International Journal of Distributed Systems and Technologies,2016,7(1):1-14. |
| APA | Sun, Xihuang,Liu, Peng,Ma, Yan,Liu, Dingsheng,&Sun, Yechao.(2016).Streaming remote sensing data processing for the future smart cities: State of the art and future challenges.International Journal of Distributed Systems and Technologies,7(1),1-14. |
| MLA | Sun, Xihuang,et al."Streaming remote sensing data processing for the future smart cities: State of the art and future challenges".International Journal of Distributed Systems and Technologies 7.1(2016):1-14. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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