DocumentCode
3016066
Title
A Parallel Algorithm for Correlating Event Streams
Author
Zimmerman, Daniel M. ; Chandy, K. Mani
Author_Institution
Dept. of Comput. Sci., California Inst. of Technol., Pasadena, CA, USA
fYear
2005
fDate
04-08 April 2005
Abstract
This paper describes a parallel algorithm for correlating or "fusing" streams of data from sensors and other sources of information. The algorithm is useful for applications where composite conditions over multiple data streams must be detected rapidly, such as intrusion detection or crisis management. The implementation of this algorithm on a multithreaded system and the performance of this implementation are also briefly described.
Keywords
multi-threading; parallel algorithms; sensor fusion; shared memory systems; crisis management; event stream correlation; intrusion detection; multiple data streams; multithreaded system; parallel algorithm; Condition monitoring; Diseases; History; Hospitals; Hurricanes; Intrusion detection; Noise generators; Parallel algorithms; Power system modeling; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International
Print_ISBN
0-7695-2312-9
Type
conf
DOI
10.1109/IPDPS.2005.54
Filename
1419844
Link To Document