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학술대회 Device Profile Design and Extension Implementation for Intelligent Service Processing of Low Performance Intelligent Platform
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저자
김현학, 우성필, 박동환
발행일
201910
출처
International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1-3
DOI
https://dx.doi.org/10.1109/ICTC46691.2019.8939890
협약과제
19GH1500, 초대규모(Massive) 실시간 IoT 인프라 및 네트워크 기술 개발 , 박태준
초록
With the development of Internet-of-Things and deep learning fields, there is a growing demand for a platform that provides intelligent services in various fields. Various intelligent services are already being provided in intelligent cloud systems, and the move to provide intelligent services at the network edge level is beginning. This is a top-down intelligence service at the edge level, however we intend to provide intelligent services even at a lower device level. In this paper, we introduce an intelligent platform for low performance devices that we have implemented, and describe its extended design and implementation. In order to more efficiently provide intelligent services for processing of voice, image, video and external data handling in such low performance devices, a design of extended profile for intelligent services will be described.
키워드
deep learning, intelligence, interaction, low performance, platform, profile
KSP 제안 키워드
Cloud system, Data handling, Device profile, Internet of thing(IoT), Profile Design, deep learning(DL), design and implementation, intelligence service, intelligent service, the move, top-down