Title :
Predictive analytics with aviation big data
Author :
Comitz, P. ; Ayhan, Serdal ; Gerberick, G. ; Pesce, J. ; Bliesner, S.
Abstract :
Current archive is 50 billion records and growing - Approximately 34 million elements per day - textasciitilde 1GB/day; Sheer volume of raw surveillance data makes analytics process very difficult; The raw data runs through a series of processes before it can be used for analytics; Next Steps - Continue application of predictive and prescriptive analytics - Big data visualization.
Keywords :
avionics; data visualisation; surveillance; aviation big data visualisation; predictive analytics; raw surveillance data;
Conference_Titel :
Integrated Communications, Navigation and Surveillance Conference (ICNS), 2013
Conference_Location :
Herndon, VA
Print_ISBN :
978-1-4673-6251-1
DOI :
10.1109/ICNSurv.2013.6548645
