research-article

An approach for data-driven and logic-based complex Event Processing

Authors:

Darko Anicic,

Paul Fodor,

Nenad Stojanovic,

Roland StühmerAuthors Info & Claims

DEBS '09: Proceedings of the Third ACM International Conference on Distributed Event-Based Systems

Article No.: 26, Pages 1 - 2

https://doi.org/10.1145/1619258.1619293

Published: 06 July 2009 Publication History

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Abstract

In this paper, we present a powerful logic-based approach for Complex Event Processing (CEP). The approach is founded on a logical transformation of event processing into logic programs. Many systems for event processing have ad-hoc semantics with unexpected behaviors. Further on, many formal approaches (with well defined semantics) cannot effectively be used in CEP, due to their inability to compute events in the data-driven fashion. Our approach enables both logic-based and data-driven complex event detection. Moreover, the backward chaining approach allows for very efficient reasoning of complex events and actions triggered by these events.

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[2]

A. J. Bonner and M. Kifer. Concurrency and communication in transaction logic. In Joint International Conference and Symposium on Logic Programming. MIT Press, 1996.

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P. Haley. Data-driven backward chaining. In International Joint Conferences on Artificial Intelligence. Milan, Italy, 1987.

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Della Valle EDell'Aglio DMargara AGal AWeidlich MKalogeraki VVenkasubramanian N(2016)Taming velocity and variety simultaneously in big data with stream reasoningProceedings of the 10th ACM International Conference on Distributed and Event-based Systems10.1145/2933267.2933539(394-401)Online publication date: 13-Jun-2016
https://dl.acm.org/doi/10.1145/2933267.2933539
Yuan EWatton M(2012)An event-driven service oriented architecture for Space Command and Control decision making2012 IEEE Aerospace Conference10.1109/AERO.2012.6187333(1-9)Online publication date: Mar-2012
https://doi.org/10.1109/AERO.2012.6187333
Rezk MKifer M(2012)Transaction Logic with Partially Defined ActionsJournal on Data Semantics10.1007/s13740-012-0007-81:2(99-131)Online publication date: 31-Jul-2012
https://doi.org/10.1007/s13740-012-0007-8
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An approach for data-driven and logic-based complex Event Processing

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DEBS '09: Proceedings of the Third ACM International Conference on Distributed Event-Based Systems

July 2009

292 pages

ISBN:9781605586656

DOI:10.1145/1619258

Conference Chairs:
Aniruddha Gokhale
Vanderbilt University
,
Douglas C. Schmidt
Vanderbilt University

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

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Published: 06 July 2009

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DEBS '09: The 3rd ACM International Conference on Distributed Event-based Systems

July 6 - 9, 2009

Tennessee, Nashville

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Overall Acceptance Rate 145 of 583 submissions, 25%

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Della Valle EDell'Aglio DMargara AGal AWeidlich MKalogeraki VVenkasubramanian N(2016)Taming velocity and variety simultaneously in big data with stream reasoningProceedings of the 10th ACM International Conference on Distributed and Event-based Systems10.1145/2933267.2933539(394-401)Online publication date: 13-Jun-2016
https://dl.acm.org/doi/10.1145/2933267.2933539
Yuan EWatton M(2012)An event-driven service oriented architecture for Space Command and Control decision making2012 IEEE Aerospace Conference10.1109/AERO.2012.6187333(1-9)Online publication date: Mar-2012
https://doi.org/10.1109/AERO.2012.6187333
Rezk MKifer M(2012)Transaction Logic with Partially Defined ActionsJournal on Data Semantics10.1007/s13740-012-0007-81:2(99-131)Online publication date: 31-Jul-2012
https://doi.org/10.1007/s13740-012-0007-8
Rezk MKifer M(2012)Formalizing production systems with rule-based ontologiesProceedings of the 7th international conference on Foundations of Information and Knowledge Systems10.1007/978-3-642-28472-4_19(332-351)Online publication date: 5-Mar-2012
https://dl.acm.org/doi/10.1007/978-3-642-28472-4_19
Haase PMathäß TSchmidt MEberhart AWalther U(2010)Semantic technologies for enterprise cloud managementProceedings of the 9th international semantic web conference on The semantic web - Volume Part II10.5555/1940334.1940342(98-113)Online publication date: 7-Nov-2010
https://dl.acm.org/doi/10.5555/1940334.1940342
Fodor PKifer MKutsia TSchreiner WFernández M(2010)Tabling for transaction logicProceedings of the 12th international ACM SIGPLAN symposium on Principles and practice of declarative programming10.1145/1836089.1836115(199-208)Online publication date: 26-Jul-2010
https://dl.acm.org/doi/10.1145/1836089.1836115
Haase PMathäß TSchmidt MEberhart AWalther U(2010)Semantic Technologies for Enterprise Cloud ManagementThe Semantic Web – ISWC 201010.1007/978-3-642-17749-1_7(98-113)Online publication date: 2010
https://doi.org/10.1007/978-3-642-17749-1_7

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Event-Driven Approach for Logic-Based Complex Event Processing

Computing complex events in an event-driven and logic-based approach

Semantic Rule-Based Complex Event Processing

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Event-Driven Approach for Logic-Based Complex Event Processing

Computing complex events in an event-driven and logic-based approach

Semantic Rule-Based Complex Event Processing

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