DocumentCode
2986747
Title
Event data warehousing for Complex Event Processing
Author
Roth, Heinz ; Schiefer, Josef ; Obweger, Hannes ; Rozsnyai, Szabolcs
Author_Institution
Secure Bus. Austria, Vienna, Austria
fYear
2010
fDate
19-21 May 2010
Firstpage
203
Lastpage
212
Abstract
In the last few years, Complex Event Processing (CEP) has emerged as a new paradigm for event-driven applications. The research focus in this area has so far been primarily on operational issues and not on the ex-post analysis of event data. On the other side, approaches like data warehousing have proven useful in the past to extract further valuable information from the data available within an organization. In this paper, we elaborate the concept of a fully-implemented event data warehouse as an add-on for CEP that allows to efficiently archive and query valuable event data for later analysis. We outline the overall architecture and describe the relevant meta-models for an integrated data management approach. The data management itself is implemented using a RDBMS, and its schema is automatically synchronized with the CEP models. Finally, we present a real-world use case to illustrate the application of the event data warehouse in practice.
Keywords
Aggregates; Association rules; Data analysis; Data mining; Data processing; Data warehouses; Database languages; Pattern analysis; Pattern matching; Warehousing; Complex Event Processing; Data Warehousing; Event Streams;
fLanguage
English
Publisher
ieee
Conference_Titel
Research Challenges in Information Science (RCIS), 2010 Fourth International Conference on
Conference_Location
Nice, France
ISSN
2151-1349
Print_ISBN
978-1-4244-4839-5
Electronic_ISBN
2151-1349
Type
conf
DOI
10.1109/RCIS.2010.5507380
Filename
5507380
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