Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems

Modern Intelligent Transport Systems are comprehensive applications that have to cope with a multitude of challenges while meeting strict service and security standards. A novel data-centric middleware that provides the foundation of such systems is presented in this paper. This middleware is design...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Krispin Raich, Robert Kathrein, Mario Doller
Formato:	article
Lenguaje:	EN
Publicado:	FRUCT 2021
Materias:	intelligent transport systems data centric middleware geospatial segregation json-ld vanet Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/0a3a7f7e01f6434d97c5001d46d149ce
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:0a3a7f7e01f6434d97c5001d46d149ce
record_format	dspace
spelling	oai:doaj.org-article:0a3a7f7e01f6434d97c5001d46d149ce2021-11-20T15:59:33ZLarge Scale Multimodal Data Processing Middleware for Intelligent Transport Systems2305-72542343-073710.23919/FRUCT53335.2021.9599964https://doaj.org/article/0a3a7f7e01f6434d97c5001d46d149ce2021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Rai.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737Modern Intelligent Transport Systems are comprehensive applications that have to cope with a multitude of challenges while meeting strict service and security standards. A novel data-centric middleware that provides the foundation of such systems is presented in this paper. This middleware is designed for high scalability, fast data processing and multimodality. To achieve these goals, an innovative spatial annotation (SpatialJSON) is utilised. SpatialJSON allows the representation of geometry, topology and traffic information in one dataset. Data processing is designed in such a manner that any schema or ontology can be used to express information. Further, common concerns of ITS are addressed, such as authenticity of messages. The core task, however, is to ensure a quick exchange of evaluated information between the individual traffic participants.Krispin RaichRobert KathreinMario DollerFRUCTarticleintelligent transport systemsdata centric middlewaregeospatial segregationjson-ldvanetTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 190-199 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	intelligent transport systems data centric middleware geospatial segregation json-ld vanet Telecommunication TK5101-6720
spellingShingle	intelligent transport systems data centric middleware geospatial segregation json-ld vanet Telecommunication TK5101-6720 Krispin Raich Robert Kathrein Mario Doller Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
description	Modern Intelligent Transport Systems are comprehensive applications that have to cope with a multitude of challenges while meeting strict service and security standards. A novel data-centric middleware that provides the foundation of such systems is presented in this paper. This middleware is designed for high scalability, fast data processing and multimodality. To achieve these goals, an innovative spatial annotation (SpatialJSON) is utilised. SpatialJSON allows the representation of geometry, topology and traffic information in one dataset. Data processing is designed in such a manner that any schema or ontology can be used to express information. Further, common concerns of ITS are addressed, such as authenticity of messages. The core task, however, is to ensure a quick exchange of evaluated information between the individual traffic participants.
format	article
author	Krispin Raich Robert Kathrein Mario Doller
author_facet	Krispin Raich Robert Kathrein Mario Doller
author_sort	Krispin Raich
title	Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
title_short	Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
title_full	Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
title_fullStr	Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
title_full_unstemmed	Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems
title_sort	large scale multimodal data processing middleware for intelligent transport systems
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/0a3a7f7e01f6434d97c5001d46d149ce
work_keys_str_mv	AT krispinraich largescalemultimodaldataprocessingmiddlewareforintelligenttransportsystems AT robertkathrein largescalemultimodaldataprocessingmiddlewareforintelligenttransportsystems AT mariodoller largescalemultimodaldataprocessingmiddlewareforintelligenttransportsystems
_version_	1718419406287011840

Large Scale Multimodal Data Processing Middleware for Intelligent Transport Systems

Ejemplares similares