Title :
Application of data stream technique in simulation system
Author :
Fujiang Ao ; Jie Meng ; Jing Du ; Futong Qin ; Jingyi Yu
Author_Institution :
State Key Lab. of Complex Electromagn. Environ. Effects on Electron. & Inf. Syst., Luoyang, China
Abstract :
Data stream technique mainly includes data stream management technique and data stream mining technique. Both can be applied to simulation system. In this paper, we proposed an on-line evaluation framework for simulation system based on data stream management technique and a simulation application framework based on data stream mining, and design general data-streams-mining federate to make it easy to integrate the various data streams mining algorithms in HLA-architecture-based simulation system quickly, and introduce our general federate for mining association rule in data streams with a simulation system for missile penetration.
Keywords :
data handling; data mining; generalisation (artificial intelligence); HLA-architecture-based simulation; association rule mining; data stream management technique; data stream mining technique; data stream technique; general federate; high level architecture; missile penetration; online evaluation framework; simulation application framework; simulation system; Abstracts; Clouds; Data mining; Data models; Information systems; Meteorology; HLA; association rule; data stream; simulation;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-4997-0
DOI :
10.1109/ICSESS.2013.6615489