Pattern-based window: A novel window operator to support event detection over data stream

Xin Li; Zhitao Shen; Hideyuki Kawashima; Hiroyuki Kitagawa

doi:10.1109/MDM.2009.126

Pattern-based window: A novel window operator to support event detection over data stream

Xin Li, Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa

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

1 Citation (Scopus)

Abstract

This paper proposes a novel window operator, patternbased window, for data stream processing. By using pattern-based windows, user-specified complex events can be extracted from data streams under the framework of Continuous Query Language (CQL), which integrates the current data stream processing and event stream processing. In this paper, the pattern-based window is formally defined and the query language of pattern-based windows is designed. A simple pattern matching algorithm is introduced to show logical expression of the query language. We also give simple examples to show the usage of the query language by using pattern-based windows.

Original language	English
Title of host publication	Proceedings - 2009 10th International Conference on Mobile Data Management
Subtitle of host publication	Systems, Services and Middleware, MDM 2009
Pages	548-553
Number of pages	6
DOIs	https://doi.org/10.1109/MDM.2009.126
Publication status	Published - 2009 Oct 5
Externally published	Yes
Event	2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009 - Taipei, Taiwan, Province of China Duration: 2009 May 18 → 2009 May 20

Publication series

Name	Proceedings - IEEE International Conference on Mobile Data Management
ISSN (Print)	1551-6245

Other

Other	2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009
Country/Territory	Taiwan, Province of China
City	Taipei
Period	09/5/18 → 09/5/20

ASJC Scopus subject areas

Engineering(all)

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10.1109/MDM.2009.126

Cite this

Li, X., Shen, Z., Kawashima, H., & Kitagawa, H. (2009). Pattern-based window: A novel window operator to support event detection over data stream. In Proceedings - 2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009 (pp. 548-553). [5089002] (Proceedings - IEEE International Conference on Mobile Data Management). https://doi.org/10.1109/MDM.2009.126

Pattern-based window : A novel window operator to support event detection over data stream. / Li, Xin; Shen, Zhitao; Kawashima, Hideyuki et al.

Proceedings - 2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009. 2009. p. 548-553 5089002 (Proceedings - IEEE International Conference on Mobile Data Management).

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

Li, X, Shen, Z, Kawashima, H & Kitagawa, H 2009, Pattern-based window: A novel window operator to support event detection over data stream. in Proceedings - 2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009., 5089002, Proceedings - IEEE International Conference on Mobile Data Management, pp. 548-553, 2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009, Taipei, Taiwan, Province of China, 09/5/18. https://doi.org/10.1109/MDM.2009.126

Li X, Shen Z, Kawashima H, Kitagawa H. Pattern-based window: A novel window operator to support event detection over data stream. In Proceedings - 2009 10th International Conference on Mobile Data Management: Systems, Services and Middleware, MDM 2009. 2009. p. 548-553. 5089002. (Proceedings - IEEE International Conference on Mobile Data Management). doi: 10.1109/MDM.2009.126

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abstract = "This paper proposes a novel window operator, patternbased window, for data stream processing. By using pattern-based windows, user-specified complex events can be extracted from data streams under the framework of Continuous Query Language (CQL), which integrates the current data stream processing and event stream processing. In this paper, the pattern-based window is formally defined and the query language of pattern-based windows is designed. A simple pattern matching algorithm is introduced to show logical expression of the query language. We also give simple examples to show the usage of the query language by using pattern-based windows.",

author = "Xin Li and Zhitao Shen and Hideyuki Kawashima and Hiroyuki Kitagawa",

year = "2009",

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AB - This paper proposes a novel window operator, patternbased window, for data stream processing. By using pattern-based windows, user-specified complex events can be extracted from data streams under the framework of Continuous Query Language (CQL), which integrates the current data stream processing and event stream processing. In this paper, the pattern-based window is formally defined and the query language of pattern-based windows is designed. A simple pattern matching algorithm is introduced to show logical expression of the query language. We also give simple examples to show the usage of the query language by using pattern-based windows.

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Pattern-based window: A novel window operator to support event detection over data stream

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