Title :
Interactive dynamical visualization of big data arrays in grid
Author :
Yuriy O. Koval;Hlib O. Mendrul;Andrii O. Salnikov;Ievgen A. Sliusar;Olexandr O. Sudakov
Author_Institution :
Kyiv National Taras Shevchenko University, Faculty of Radiophysics, Electronics and Computer Systems, Ukraine, Kyiv, 4D Glushkova
Abstract :
Grid service and web interface for dynamical interactive 3D visualization of big data arrays is proposed, implemented and tested. The main requirement of system design is low latency and traffic reduction during data transfer. Distributed grid service is based on Hadoop Map-Reduce implementation. Web interface is implemented using three.js WebGL library. Visualizing of non-linear dynamics simulation results for 3D Kuramoto-Sakaguchi model proved efficiency of proposed approach. Prototype of described system is implemented in Ukrainian National Grid infrastructure.
Keywords :
"Data visualization","Three-dimensional displays","Simulation","Oscillators","Browsers","Conferences","Arrays"
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
Print_ISBN :
978-1-4673-8359-2
DOI :
10.1109/IDAACS.2015.7340718
