Paper Info
Title
Data-driven validation, completion and construction of event relationship networks
Abstract
Event management is a focal point in building and maintaining high quality information infrastructures. We have witnessed the shift of the paradigm of event management in practice from root cause analysis (RCA) to action-oriented analysis (AOA). IBM has developed a pioneer event management methodology (EMD) based on the AOA paradigm and applied it to more than two hundred production sites with success. Foreseeably, more and more event management professionals will apply AOA in different incarnations in building proactive management facilities. By that, building correct and effective Event Relationship Networks (ERNs) becomes the dominating activity in AOA service design process. Currently, the quality of ERNs and the cost of building them largely depend on the knowledge of domain experts. We believe that we can utilize historical event logs in shortening the ERNs design process and perfecting the quality of ERNs. In this paper, we describe in detail how to apply this data-driven approach in ERN validation, completion and construction.
Year
DOI
Venue
2003
10.1145/956750.956848
KDD
Keywords
Field
DocType
aoa service design process,pioneer event management methodology,event management,historical event log,event relationship network,action-oriented analysis,event management professional,proactive management facility,high quality information infrastructure,erns design process,aoa paradigm,data-driven validation,root cause analysis,information infrastructure,design process,service design
Service design,Data mining,Focal point,IBM,Data-driven,Event management,Computer science,Root cause analysis,Complex event processing,Design process
Conference
ISBN
Citations 
PageRank 
1-58113-737-0
9
0.80
References 
Authors
5
5
Name
Order
Citations
PageRank
Chang-Shing Perng147835.92
David Thoenen290.80
Genady Grabarnik317814.76
Sheng Ma4113976.32
Joseph Hellerstein52136252.24