Title :
An Architecture for Distributed Search and Data-Mining in Condition Monitoring Applications
Author :
Jackson, Tom ; Fletcher, Martyn ; Liang, Bojian ; Jessop, Mark ; Austin, Jim
Author_Institution :
York Univ., York
Abstract :
There is an increasing growth in the volume of data generated by condition health monitoring applications as the technology becomes more pervasive and as the sensing technology becomes more complex. This can lead to significant problems in processing the volumes of data in an efficient way, particularly when the data is held remotely. This paper describes a distributed grid architecture that supports real-time pattern matching analysis to address this requirement within complex CHM problems. The architecture is generic and scalable.
Keywords :
aerospace computing; aerospace engineering; condition monitoring; data mining; grid computing; aerospace condition health monitoring; data-mining; distributed grid architecture; distributed search; real-time pattern matching analysis; Application software; Computer architecture; Condition monitoring; Data mining; Explosions; Maintenance; Middleware; Pattern matching; Search engines; Signal processing;
Conference_Titel :
Aerospace Conference, 2007 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
1-4244-0524-6
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2007.352873