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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
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https://hal.laas.fr/hal-01768546
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Submitted on : Tuesday, April 17, 2018 - 12:03:05 PM
Last modification on : Tuesday, September 8, 2020 - 10:42:02 AM

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

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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⟩

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