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Distributed complex event processing for mobile large-scale video applications

Published: 08 December 2014 Publication History

Abstract

A recent trend in communication networks---sometimes referred to as fog computing---offers to execute computational tasks close to the access points of the networks. This enables mobile Complex Event Processing (CEP) middlewares to significantly reduce end-to-end latencies and bandwidth usage by migrating operators when event sources and consumers change their location. This demonstration shows the impact of proactive migration strategies on the perceived end user quality in the context of a video monitoring application.

References

[1]
F. Bonomi, R. Milito, J. Zhu, and S. Addepalli. Fog Computing and Its Role in the Internet of Things. In Proc. of 1st MCC workshop on Mobile Cloud Computing, pages 13--16. ACM, 2012.
[2]
B. Koldehofe, R. Mayer, U. Ramachandran, K. Rothermel, and M. Völz. Rollback-Recovery without Checkpoints in Distributed Event Processing Systems. In Proc. of 7th ACM Int. Conf. on Distributed Event-Based Systems (DEBS), pages 27--38. ACM, 2013.
[3]
G. T. Lakshmanan, Y. Li, and R. Strom. Placement strategies for internet-scale data stream systems. IEEE Internet Comp., 12(6):50--60, Nov. 2008.
[4]
B. Ottenwälder, B. Koldehofe, K. Rothermel, K. Hong, D. Lillethun, and U. Ramachandran. Mcep: A mobility-aware complex event processing system. ACM Trans. Internet Technol., 14(1):6:1--6:24, Aug. 2014.
[5]
B. Ottenwälder, B. Koldehofe, K. Rothermel, and U. Ramachandran. MigCEP: Operator Migration for Mobility Driven Distributed Complex Event Processing. In Proc. of 7th ACM Int. Conf. on Distributed Event-Based Systems, DEBS '13, pages 183--194. ACM, 2013.

Cited By

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  • (2021)RACERProceedings of the 29th International Conference on Advances in Geographic Information Systems10.1145/3474717.3484270(634-637)Online publication date: 2-Nov-2021
  • (2020)ACEP: an adaptive strategy for proactive and elastic processing of complex eventsThe Journal of Supercomputing10.1007/s11227-020-03454-077:5(4718-4753)Online publication date: 26-Oct-2020
  • (2019)High-performance complex event processing framework to detect event patterns over video streamsProceedings of the 20th International Middleware Conference Doctoral Symposium10.1145/3366624.3368169(47-50)Online publication date: 9-Dec-2019
  • Show More Cited By

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Published In

cover image ACM Other conferences
Middleware Posters and Demos '14: Proceedings of the Posters and Demos Session of the 15th International Middleware Conference
December 2014
49 pages
ISBN:9781450332200
DOI:10.1145/2678508
Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 December 2014

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Author Tags

  1. complex event processing
  2. migration
  3. mobility

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Middleware '14

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Overall Acceptance Rate 203 of 948 submissions, 21%

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Cited By

View all
  • (2021)RACERProceedings of the 29th International Conference on Advances in Geographic Information Systems10.1145/3474717.3484270(634-637)Online publication date: 2-Nov-2021
  • (2020)ACEP: an adaptive strategy for proactive and elastic processing of complex eventsThe Journal of Supercomputing10.1007/s11227-020-03454-077:5(4718-4753)Online publication date: 26-Oct-2020
  • (2019)High-performance complex event processing framework to detect event patterns over video streamsProceedings of the 20th International Middleware Conference Doctoral Symposium10.1145/3366624.3368169(47-50)Online publication date: 9-Dec-2019
  • (2019)A Survey on Mobility-Induced Service Migration in the Fog, Edge, and Related Computing ParadigmsACM Computing Surveys10.1145/332654052:5(1-33)Online publication date: 13-Sep-2019
  • (2018)Edge-Oriented Computing ParadigmsACM Computing Surveys10.1145/315481551:2(1-34)Online publication date: 17-Apr-2018
  • (2017)Fog Computing for Improving User Application Interaction and Context AwarenessProceedings of the Second International Conference on Internet-of-Things Design and Implementation10.1145/3054977.3057297(281-282)Online publication date: 18-Apr-2017
  • (2016)GraphCEPProceedings of the 10th ACM International Conference on Distributed and Event-based Systems10.1145/2933267.2933509(309-316)Online publication date: 13-Jun-2016
  • (2015)Predictable Low-Latency Event Detection With Parallel Complex Event ProcessingIEEE Internet of Things Journal10.1109/JIOT.2015.23973162:4(274-286)Online publication date: Aug-2015

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