Vis enkel innførsel

dc.contributor.authorBelhadi, Asma
dc.contributor.authorDjenouri, Youcef
dc.contributor.authorSrivastava, Gautam
dc.contributor.authorLin, Jerry Chun-Wei
dc.date.accessioned2022-04-26T13:26:24Z
dc.date.available2022-04-26T13:26:24Z
dc.date.created2021-04-18T12:37:09Z
dc.date.issued2021
dc.identifier.citationBelhadi, A., Djenouri, Y., Srivastava, G., & Lin, J. C.-W. (2021). SS-ITS: secure scalable intelligent transportation systems. The Journal of Supercomputing, 77(7), 7253-7269.en_US
dc.identifier.issn0920-8542
dc.identifier.urihttps://hdl.handle.net/11250/2992884
dc.descriptionThis version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/s11227-020-03582-7en_US
dc.description.abstractThis paper introduces a secure and scalable intelligent transportation and human behavior system to accurately discover knowledge from urban traffic data. The data is secured using blockchain learning technology, where the scalability is ensured by a threaded GPU. In addition, different optimizations are provided to efficiently process data on the GPU. A reinforcement deep learning algorithm is also established to merge local knowledge discovered on each site into global knowledge. To demonstrate the applicability of the proposed framework, intensive experiments have been carried out on wellknown intelligent transportation and human behavior data. Our results show that our proposed framework outperforms the baseline solutions for the outlier detection use case.en_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.titleSS-ITS: secure scalable intelligent transportation systemsen_US
dc.typePeer revieweden_US
dc.typeJournal articleen_US
dc.description.versionacceptedVersionen_US
dc.rights.holder© The Author(s)en_US
dc.source.pagenumber7253-7269en_US
dc.source.volume77en_US
dc.source.journalJournal of Supercomputingen_US
dc.identifier.doi10.1007/s11227-020-03582-7
dc.identifier.cristin1904881
cristin.ispublishedtrue
cristin.fulltextpreprint
cristin.qualitycode1


Tilhørende fil(er)

Thumbnail

Denne innførselen finnes i følgende samling(er)

Vis enkel innførsel