Skip to Main content Skip to Navigation
Journal articles

Reasoning on the edge or in the cloud ?

Nicolas Seydoux 1 Khalil Drira 1 Nathalie Hernandez 2 Thierry Monteil 1
1 LAAS-SARA - Équipe Services et Architectures pour Réseaux Avancés
LAAS - Laboratoire d'analyse et d'architecture des systèmes
2 IRIT-MELODI - MEthodes et ingénierie des Langues, des Ontologies et du DIscours
IRIT - Institut de recherche en informatique de Toulouse
Abstract : The emergence of the IoT and the Semantic Web of Things is leading to intensive cloud processing executing reasoning rules over large volumes of enriched data. However, the role of the cloud in existing approaches as a central point for both data processing and provisioning reduces scalability and introduces latency. This paper sketches a new approach for rule-based reasoning, enabling distributed rule evaluation on edge nodes and reducing the latency for IoT applications while avoiding the total dependence on a central node. This approach is evaluated in a simulated smart building.
Keywords : Edge computing Rule-based reasoning Semantic Web of Things Cloud computing
Document type :
Journal articles
Complete list of metadatas

Cited literature [10 references]  Display  Hide  Download
https://hal.laas.fr/hal-01768546
Contributor : Nicolas Seydoux <>
Submitted on : Tuesday, April 17, 2018 - 12:03:05 PM
Last modification on : Tuesday, September 8, 2020 - 10:42:02 AM

Files

Vignette du document
main.pdf
Files produced by the author(s)

Identifiers

Collections

LAAS | CNRS | SMS | UNIV-TLSE2 | INSA-TOULOUSE | LAAS-RESEAUX-ET-COMMUNICATIONS | LAAS-SARA | INSA-GROUPE | UNIV-TLSE3 | UT1-CAPITOLE | LAAS-RISC | IRIT | IRIT-MELODI

Citation

Nicolas Seydoux, Khalil Drira, Nathalie Hernandez, Thierry Monteil. Reasoning on the edge or in the cloud ?. Internet Technology Letters, Wiley, 2019, 2 (1), pp.e51. ⟨10.1002/itl2.51⟩. ⟨hal-01768546⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

541

Files downloads

696