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dc.contributor.authorLuong, Nhan Nathan Tri
dc.contributor.authorMilosevic, Zoran
dc.contributor.authorBerry, Andrew
dc.contributor.authorRabhi, Fethi
dc.date.accessioned2021-06-04T03:43:38Z
dc.date.available2021-06-04T03:43:38Z
dc.date.issued2020
dc.identifier.isbn978-1-7281-6473-1
dc.identifier.issn2325-6354
dc.identifier.doi10.1109/EDOC49727.2020.00016
dc.identifier.urihttp://hdl.handle.net/10072/404940
dc.description.abstractThis paper proposes an advanced, open architecture to augment streaming data platforms with both complex event processing (CEP) and predictive machine learning models. We leverage the power of CEP to preprocess streams using sophisticated event pattern expressions then present these preprocessed streams for downstream training and predictive computations. We demonstrate this approach using specific technology components.
dc.description.peerreviewedYes
dc.languageEnglish
dc.publisherIEEE
dc.publisher.placeNew Jersey, USA
dc.relation.ispartofconferencename24th IEEE International Enterprise Distributed Object Computing Conference (IEEE EDOC)
dc.relation.ispartofconferencetitle2020 IEEE 24th International Enterprise Distributed Object Computing Conference (EDOC)
dc.relation.ispartofdatefrom2020-10-05
dc.relation.ispartofdateto2020-10-08
dc.relation.ispartoflocationEindhoven, Netherlands
dc.relation.ispartofpagefrom51
dc.relation.ispartofpageto56
dc.subject.fieldofresearchInformation and Computing Sciences
dc.subject.fieldofresearchcode08
dc.subject.keywordsScience & Technology
dc.subject.keywordsComputer Science, Software Engineering
dc.subject.keywordsComputer Science, Theory & Methods
dc.titleAn open architecture for complex event processing with machine learning
dc.typeConference output
dc.type.descriptionE1 - Conferences
dcterms.bibliographicCitationLuong, NNT; Milosevic, Z; Berry, A; Rabhi, F, An open architecture for complex event processing with machine learning, 2020 IEEE 24th International Enterprise Distributed Object Computing Conference (EDOC), 2020, pp. 51-56
dc.date.updated2021-06-04T02:05:16Z
gro.hasfulltextNo Full Text
gro.griffith.authorMilosevic, Zoran


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