ETRI-Knowledge Sharing Plaform

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특허 검색
구분 출원국
출원년도 ~ 키워드

상세정보

등록 모바일 네트워크를 수용하는 광액세스 네트워크의 기계학습 기반 가변 대역폭 할당 방법

발명자
오정열, 이한협, 두경환, 정환석
출원번호
16207300 (2018.12.03)
공개번호
20200092622 (2020.03.19)
등록번호
11412317 (2022.08.09)
출원국
미국
협약과제
18HH2200, SDN 기반 유무선 액세스 통합 광네트워킹 기술, 정환석
초록
A method and apparatus for allocating a bandwidth based on machine learning in a passive optical network, the method including generating an inference model to predict a consumed bandwidth required for transmission by learning unstructured data of a PON including an OLT and traffic data corresponding to state information of the PON collected from the PON, predicting a consumed bandwidth with respect to a queue corresponding to a class requiring a low-latency service among classes of ONUS connected to the OLT based on the generated inference model, performing a VBA with respect to the queue corresponding to the class requiring the low-latency service based on the predicted consumed bandwidth, and performing a DBA with respect to a queue corresponding to a class not requiring the low-latency service using a transmission bandwidth which remains after the VBA is performed.
KSP 제안 키워드
Low latency, Optical network, Passive optical network, State information, Unstructured Data, inference model, machine Learning, traffic data, transmission bandwidth
패밀리
 
패밀리 특허 목록
구분 특허 출원국 KIPRIS
등록 수동형 광 네트워크에서의 기계학습 기반 대역 할당 방법 및 장치 대한민국 KIPRIS