Using Hadoop and Cassandra for Taxi Data Analytics: A Feasibility Study

• Main Authors: KOH, Alvin Jun Yong, NGUYEN, Xuan Khoa, WOODARD, C. Jason
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: taxi fleet management; GPS data; Numerical Analysis and Scientific Computing; Operations and Supply Chain Management
• Online Access: https://ink.library.smu.edu.sg/sis_research_smu/15; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1014&context=sis_research_smu
• Institution: Singapore Management University

This paper reports on a preliminary study to assess the feasibility of using the Open Cirrus Cloud Computing Research testbed to provide offline and online analytical support for taxi fleet operations. In the study, we benchmarked the performance gains from distributing the offline analysis of GPS l...