Context-driven Policies Enforcement for Edge-based IoT Data Sharing-as-a-Service

Huu-Ha Nguyen, Phu Phung, Phu Nguyen, Linh Truong

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

1 Sitaatiot (Scopus)
159 Lataukset (Pure)

Abstrakti

Sharing real-time data originating from connected devices is crucial to real-world intelligent Internet of Things (IoT) applications, i.e., based on artificial intelligence/machine learning (AI/ML). Such IoT data sharing involves multiple parties for different purposes and is usually based on data contracts that might depend on the dynamic change of IoT data variety and velocity. It is still an open challenge to support multiple parties (aka tenants) with these dynamic contracts based on the data value for their specific contextual purposes.This work addresses these challenges by introducing a novel dynamic context-based policy enforcement framework to support IoT data sharing (on-Edge) based on dynamic contracts. Our enforcement framework allows IoT Data Hub owners to define extensible rules and metrics to govern the tenants in accessing the shared data on the Edge based on policies defined with static and dynamic contexts. We have developed a proof-of-concept prototype for sharing sensitive data such as surveillance camera videos to illustrate our proposed framework. The experimental results demonstrated that our framework could soundly and timely enforce context-based policies at runtime with moderate overhead. Moreover, the context and policy changes are correctly reflected in the system in nearly real-time.
AlkuperäiskieliEnglanti
OtsikkoProceedings - 2022 IEEE International Conference on Services Computing, SCC 2022
ToimittajatClaudio Agostino Ardagna, Hongyi Bian, Carl K. Chang, Rong N. Chang, Ernesto Damiani, Schahram Dustdar, Jordi Marco, Munindar Singh, Ernest Teniente, Robert Ward, Zhongjie Wang, Fatos Xhafa, Jia Zhang
KustantajaIEEE
Sivut221-230
Sivumäärä10
ISBN (elektroninen)978-1-6654-8146-5
ISBN (painettu)978-1-6654-8147-2
DOI - pysyväislinkit
TilaJulkaistu - 24 elok. 2022
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaIEEE International Conference on Services Computing - Barcelona, Espanja
Kesto: 11 heinäk. 202215 heinäk. 2022

Julkaisusarja

NimiProceedings of the IEEE International Conference on Services Computing
ISSN (painettu)2474-8137
ISSN (elektroninen)2474-2473

Conference

ConferenceIEEE International Conference on Services Computing
LyhennettäSCC
Maa/AlueEspanja
KaupunkiBarcelona
Ajanjakso11/07/202215/07/2022

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