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Wednesday, May 11 • 2:00pm - 2:50pm
Spatial Data Based People/Vhicles Trails Analysis to Support Precision Urban Planning - Yonghua Zeng, IBM

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In this session, the presenter will share the experience on how to use the hadoop based big data technology with huge cellular signal data, RFID, and GPS data to analyze and predict people and vehicles trails, to support the precision urban planning. This whole architecture includes,
11) Data ingestion kafka+streaming to collect and preprocessing the real-time generated cellular signal data, RFID and GPS data(200G+ per day)
2) Algorithm model with spatial data computation using Spark core and MLib to analyze and predict people and vehicles trails on the data collected
3) SQL on Hadoop technology to provide the interactive query and analysis for frontend applications
4) Spatial data visualization with GIS and grid technology to render the heatmap, people residency distribution, real traffic road status, OD map etc


yonghua zeng

solution architect of big data, IBM
Henry Zeng, senior architect of big data and analytics based in IBM China Development Lab.Henry has more than 10 years experience on data management related products, system and applications development and architecturing, he has two bookspublished in this area. He is now the solution... Read More →

Wednesday May 11, 2016 2:00pm - 2:50pm PDT
Plaza A