Titre :

An Optimal Allocation of Tracking Tasks in a SW/HW Fog/Cloud Based Distributed Video Surveillance System

Auteur(s) :

Sbai, Ugo [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Meftali, Samy [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Aouali, Djamel [Auteur]

Titre de la revue :

journal of communications

Éditeur :

Academy Publisher

Date de publication :

2018

ISSN :

2374-4367

Mot(s)-clé(s) en anglais :

Index Terms—Smart camera
Power consumption
processing time
tracking
task assignment
Fog
Cloud
FPGA

Discipline(s) HAL :

Informatique [cs]/Architectures Matérielles [cs.AR]

Résumé en anglais : [en]

In this paper we propose a novel and systematic approach for dynamic allocation of tasks in a video surveillance system using smart cameras and based on Cloud/Fog architecture. Tracking tasks arrive in the system in a ...
Lire la suite >In this paper we propose a novel and systematic approach for dynamic allocation of tasks in a video surveillance system using smart cameras and based on Cloud/Fog architecture. Tracking tasks arrive in the system in a random way and must be assigned to the available devices (cameras, Fog nodes and the Cloud). Our approach guarantees the best solution optimizing power consumption and communication cost over the system. The proposed methods uses an integer programming model and its effectiveness is shown on an application example.Lire moins >

Langue :

Anglais

Vulgarisation :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL