CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud

Asad Javed, Keijo Heljanko, Andrea Buda, Kary Främling

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

12 Sitaatiot (Scopus)
347 Lataukset (Pure)

Abstrakti

Internet of Things (IoT), the emerging computing infrastructure that refers to the networked interconnection of physical objects, incorporates a plethora of digital systems that are being developed by means of a large number of applications. Many of these applications administer data collection on the edge and offer data storage and analytics capabilities in the cloud. This raises the following problems: (i) the processing stages in IoT applications need to have separate implementations for both the edge and the cloud, (ii) the placement of computation is inflexible with separate software stacks, as the optimal deployment decisions need to be made at runtime, and (iii) unified fault tolerance is essential in case of intermittent long-distance network connectivity problems, malicious harming of edge devices, or harsh environments. This paper proposes a novel fault-tolerant architecture CEFIoT for IoT applications by adopting state-of-the-art cloud technologies and deploying them also for edge computing. We solve the data fault tolerance issue by exploiting the Apache Kafka publish/subscribe platform as the unified high-performance data replication solution offering a common software stack for both the edge and the cloud. We also deploy Kubernetes for fault-tolerant management and the advanced functionality allowing on-the-fly automatic reconfiguration of the processing pipeline to handle both hardware and network connectivity based failures.
AlkuperäiskieliEnglanti
OtsikkoIEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings
JulkaisupaikkaSingapore
KustantajaIEEE
Sivut813-818
Sivumäärä6
ISBN (elektroninen)9781467399449
DOI - pysyväislinkit
TilaJulkaistu - 4 toukokuuta 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE World Forum on Internet of Things - Singapore, Singapore
Kesto: 5 helmikuuta 20188 helmikuuta 2018
Konferenssinumero: 4
http://wfiot2018.iot.ieee.org/

Conference

ConferenceIEEE World Forum on Internet of Things
LyhennettäWF-IoT
MaaSingapore
KaupunkiSingapore
Ajanjakso05/02/201808/02/2018
www-osoite

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  • Siteeraa tätä

    Javed, A., Heljanko, K., Buda, A., & Främling, K. (2018). CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud. teoksessa IEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings (Sivut 813-818). Singapore: IEEE. https://doi.org/10.1109/WF-IoT.2018.8355149