Title :
Research on fixed traffic bottleneck of K-means clustering based on Hadoop
Author :
Weiwei Gao; Xiaofeng Li; Dong Li
Author_Institution :
Department of Information Science, Heilongjiang International University, Harbin 150025, China
Abstract :
Starting from influential factors of fixed traffic bottleneck and choosing appropriate identifying indices for fixed transportation bottleneck, we get MapReduce parallelized processing method of K-means clustering algorithm after full investigations on parallel programming pattern and clustering algorithm; Finally, the recognition approach for fixed traffic bottleneck is proposed based on K-clustering algorithm, which demonstrates its feasibility and effectiveness through experiments.
Keywords :
"Roads","Algorithm design and analysis","Clustering algorithms","Vehicles","Cloud computing"
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2015 4th International Conference on
DOI :
10.1109/ICCSNT.2015.7490767