An architecture for distributed search and data-mining in condition monitoring applications

Tom Jackson; Martyn Fletcher; Bojian Liang; Mark Jessop; Jim Austin

An architecture for distributed search and data-mining in condition monitoring applications

Tom Jackson, Martyn Fletcher, Bojian Liang, Mark Jessop, Jim Austin

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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.(12).

Original language	English
Title of host publication	2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9
Place of Publication	NEW YORK
Publisher	IEEE
Pages	3871-3882
Number of pages	12
ISBN (Print)	978-1-4244-0524-4
Publication status	Published - 2007
Event	2007 IEEE Aerospace Conference - Big Sky Duration: 3 Mar 2007 → 10 Mar 2007

Conference

Conference	2007 IEEE Aerospace Conference
City	Big Sky
Period	3/03/07 → 10/03/07

Cite this

@inproceedings{dd63fb8ffbab472b9b40780ddec4286c,

title = "An architecture for distributed search and data-mining in condition monitoring applications",

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.(12).",

author = "Tom Jackson and Martyn Fletcher and Bojian Liang and Mark Jessop and Jim Austin",

year = "2007",

language = "English",

isbn = "978-1-4244-0524-4",

pages = "3871--3882",

booktitle = "2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9",

publisher = "IEEE",

address = "United States",

note = "2007 IEEE Aerospace Conference ; Conference date: 03-03-2007 Through 10-03-2007",

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TY - GEN

T1 - An architecture for distributed search and data-mining in condition monitoring applications

AU - Jackson, Tom

AU - Fletcher, Martyn

AU - Liang, Bojian

AU - Jessop, Mark

AU - Austin, Jim

PY - 2007

Y1 - 2007

N2 - 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.(12).

AB - 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.(12).

M3 - Conference contribution

SN - 978-1-4244-0524-4

SP - 3871

EP - 3882

BT - 2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9

PB - IEEE

CY - NEW YORK

T2 - 2007 IEEE Aerospace Conference

Y2 - 3 March 2007 through 10 March 2007

ER -