The Microsoft Reactive Framework Meets The Internet of Moving Things

被引:3
作者
Hendawi, Abdeltawab M. [1 ]
Gupta, Jayant [2 ]
Shi, Youying [2 ]
Fattah, Hossam [3 ]
Ali, Mohamed [2 ]
机构
[1] Univ Virginia, Dept Comp Sci, Charlottesville, VA 22903 USA
[2] Univ Washington, Ctr Data Sci, Tacoma, WA USA
[3] Microsoft Corp, Redmond, WA 98052 USA
来源
2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) | 2017年
关键词
D O I
10.1109/ICDE.2017.159
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Connected moving objects with location sensors form the world of the Internet of Moving Things. This world includes people, animals, vehicles, drones, and vessels, to name a few. The conventional spatial libraries including Microsoft SQL Server Spatial (SqlSpatial) are primarily developed to evaluate spatial operations on stationary things. When it comes to real-world applications for the Internet of Moving Things that require real-time tracking and processing, the limitations of these libraries float to the surface. Unfortunately, the SqlSpatial library has very limited operations in this domain. This paper presents the Reactive eXtension Spatial (RxSpatial) library developed to provide real-time processing of spatio-temporal operations on moving objects connected through the Internet of Things. The superiority of the RxSpatial over the basic SqlSpatial is demonstrated throughout extensive experimental evaluations on real and synthetic data sets.
引用
收藏
页码:1150 / 1161
页数:12
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