Study on Complex Event Processing for CPS: An Event Model Perspective

Yuying Wang, Xingshe Zhou, Lijun Shan, Kejian Miao

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

As an emerging technology approved in areas of database and business processing, CEP (Complex Event Process) faced challenges when applied in critical areas like CPS. Based on analysis such challenges from three aspects: event model definition, event semantic interoperability and event pattern matching, a semantic enhanced event model for CPS is proposed. While existing efforts have mainly focused on investigating a uniform CPS event representation with spatio-temporal attributes, our event model composed by two-layer structure, Basic Event Model (BEM) and Extended Information Set (EIS). A BEM could be extended with EIS by semantic adaptor for attribution semantic enhancement. In particular, we define the event process functions, like event attribution extraction and composition determination, for CPS action trigger exploit the CEP engine Esper. Examples show that such event model provides several advantages in terms of extensibility, flexibility and heterogeneous support, and lay the foundations of event-based system design in CPS.

Original languageEnglish
Title of host publicationProceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014
EditorsYu Zheng, Parimala Thulasiraman, Bernady O. Apduhan, Yukikazu Nakamoto, Huansheng Ning, Yuqing Sun
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages305-310
Number of pages6
ISBN (Electronic)9781479976461
DOIs
StatePublished - 2014
Event11th IEEE International Conference on Ubiquitous Intelligence and Computing and 11th IEEE International Conference on Autonomic and Trusted Computing and 14th IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 - Denpasar, Bali, Indonesia
Duration: 9 Dec 201412 Dec 2014

Publication series

NameProceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014

Conference

Conference11th IEEE International Conference on Ubiquitous Intelligence and Computing and 11th IEEE International Conference on Autonomic and Trusted Computing and 14th IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014
Country/TerritoryIndonesia
CityDenpasar, Bali
Period9/12/1412/12/14

Keywords

  • Complex event process
  • Cyber-physical systems
  • Event model
  • Event patern matching
  • Semantic

Fingerprint

Dive into the research topics of 'Study on Complex Event Processing for CPS: An Event Model Perspective'. Together they form a unique fingerprint.

Cite this