Development of AIaaS Framework to Support Efficient Artificial Intelligence Service Based on oneM2M Standard 


Vol. 48,  No. 4, pp. 482-491, Apr.  2023
10.7840/kics.2023.48.4.482


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  Abstract

With the growth of the Internet of Things (IoT), the world-leading standard development organizations (SDOs) developed the oneM2M standard for developing the common functions of IoT service platforms to ensure interoperability across IoT services. AI-enabled IoT services are adopted in various fields with the advancing Artificial Intelligence (AI) technologies. However, the oneM2M standard is still in the early stage regarding the enablement of AI functions, and there is no framework to support them. In this paper, we proposed a standard architecture that supports AI functions in the oneM2M standard. Also, we developed an AI as a Service(AIaaS) framework that easily supports AI functions based on the oneM2M standard IoT platform. The developed AIaaS framework based on the oneM2M supports connection, execution, and termination procedures between IoT devices and AI service functions according to user requests. We showed that the AI service functions of the proposed oneM2M standard-based AIaaS framework work effectively through the use cases of the intelligent store and intelligent fire situation monitoring system developed based on the proposed framework.

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[IEEE Style]

YujinKim, JuyeonWeon, HyeonsuOh, JaehoKim, "Development of AIaaS Framework to Support Efficient Artificial Intelligence Service Based on oneM2M Standard," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 4, pp. 482-491, 2023. DOI: 10.7840/kics.2023.48.4.482.

[ACM Style]

YujinKim, JuyeonWeon, HyeonsuOh, and JaehoKim. 2023. Development of AIaaS Framework to Support Efficient Artificial Intelligence Service Based on oneM2M Standard. The Journal of Korean Institute of Communications and Information Sciences, 48, 4, (2023), 482-491. DOI: 10.7840/kics.2023.48.4.482.

[KICS Style]

YujinKim, JuyeonWeon, HyeonsuOh, JaehoKim, "Development of AIaaS Framework to Support Efficient Artificial Intelligence Service Based on oneM2M Standard," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 4, pp. 482-491, 4. 2023. (https://doi.org/10.7840/kics.2023.48.4.482)
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pISSN : 1226 - 4717
eISSN : 2287 - 3880