Simulation-based Queueing Models for Performance Analysis of IoT Applications

Abstract : To facilitate the development of Internet of Things (IoT) applications, numerous middleware protocols and APIs have been introduced. Such applications built atop reliable or unreliable protocols and they expose different characteristics. Additionally, with regard to the application context (e.g., emergency response operations), several Quality of Service (QoS) requirements must be satisfied. To study QoS in IoT applications, the provision of a generic performance analysis methodology is required. Queueing network models offer a simple modeling environment, which can be used to represent IoT interactions by combining multiple queueing model types for building queueing networks. The resulting networks can be used for performance analysis through analytical or simulation models. In this paper, we present several types of queueing models that represent different QoS settings of IoT interactions, such as intermittent mobile connectivity, message drop probabilities, message availability/validity and resource constrained devices. Using MobileJINQS, we simulate our models demonstrating the significant effect on response times and message success rates when varying QoS settings.
Type de document :
Communication dans un congrès
11th International Symposium on Communication Systems, Networks, and Digital Signal Processing (CSNDSP), Jul 2018, Budapest, Hungary
Liste complète des métadonnées

Littérature citée [22 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01797930
Contributeur : Georgios Bouloukakis <>
Soumis le : mercredi 23 mai 2018 - 00:16:41
Dernière modification le : lundi 22 octobre 2018 - 16:25:41
Document(s) archivé(s) le : vendredi 24 août 2018 - 16:20:38

Fichier

csndsp_bouloukakis_et_al_2018....
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01797930, version 1

Collections

Citation

Georgios Bouloukakis, Ioannis Moscholios, Nikolaos Georgantas, Valérie Issarny. Simulation-based Queueing Models for Performance Analysis of IoT Applications. 11th International Symposium on Communication Systems, Networks, and Digital Signal Processing (CSNDSP), Jul 2018, Budapest, Hungary. 〈hal-01797930〉

Partager

Métriques

Consultations de la notice

151

Téléchargements de fichiers

244