Resilience of Stateful IoT Applications in a Dynamic Fog Environment

Abstract : Fog computing provides computing, storage and communication resources at the edge of the network, near the physical world. Subsequently , end devices nearing the physical world can have interesting properties such as short delays, responsiveness, optimized communications and privacy. However, these end devices have low stability and are prone to failures. There is consequently a need for failure management protocols for IoT applications in the Fog. The design of such solutions is complex due to the specificities of the environment, i.e., (i) dynamic infrastructure where entities join and leave without synchronization, (ii) high heterogeneity in terms of functions, communication models, network, processing and storage capabilities, and, (iii) cyber-physical interactions which introduce non-deterministic and physical world's space and time dependent events. This paper presents a fault tolerance approach taking into account these three characteristics of the Fog-IoT environment. Fault tolerance is achieved by saving the state of the application in an uncoordinated way. When a failure is detected, notifications are propagated to limit the impact of failures and dynamically reconfig-ure the application. Data stored during the state saving process are used for recovery, taking into account consistency with respect to the physical world. The approach was validated through practical experiments on a smart home platform.
Document type :
Conference papers
EAI International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous '18), Nov 2018, New York, United States. pp.1-10, 2018, 〈http://mobiquitous.org/〉. 〈10.1145/3286978.3287007〉
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-01927286
Contributor : Umar Ozeer <>
Submitted on : Monday, November 19, 2018 - 5:16:24 PM
Last modification on : Thursday, December 6, 2018 - 3:43:25 PM

File

ResIoT.pdf
Files produced by the author(s)

Identifiers

Citation

Umar Ozeer, Xavier Etchevers, Loic Letondeur, François-Gaël Ottogalli, Gwen Salaün, et al.. Resilience of Stateful IoT Applications in a Dynamic Fog Environment. EAI International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous '18), Nov 2018, New York, United States. pp.1-10, 2018, 〈http://mobiquitous.org/〉. 〈10.1145/3286978.3287007〉. 〈hal-01927286〉

Share

Metrics

Record views

62

Files downloads

87