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With the advances in location-acquisition techniques, such as GPSembedded phones, enormous volume of trajectory data is generated, by people, vehicles, and animals. These trajectory data is one of the most important data sources in many urban computing applications, e.g., the traffic modeling, the user profiling analysis, the air quality inference, and the resource allocation. To utilize the large scale trajectory data efficiently and effectively, cloud computing platforms, e.g., Microsoftdoi:10.1145/2996913.2996916 dblp:conf/gis/0003LYZ16 fatcat:fkwou4fsy5cb3l6vco5x6pn66a