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1. WO2020222407 - MACHINE LEARNING PLATFORM MANAGEMENT SYSTEM AND METHOD

Publication Number WO/2020/222407
Publication Date 05.11.2020
International Application No. PCT/KR2020/002167
International Filing Date 14.02.2020
IPC
G06N 20/00 2019.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
Applicants
  • 숭실대학교산학협력단 FOUNDATION OF SOONGSIL UNIVERSITY-INDUSTRY COOPERATION [KR]/[KR]
Inventors
  • 홍지만 HONG, Ji Man
  • 김용민 KIM, Yong Min
  • 김영관 KIM, Young Gwan
Agents
  • 특허법인 다나 DANA PATENT LAW FIRM
Priority Data
10-2019-005163802.05.2019KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) MACHINE LEARNING PLATFORM MANAGEMENT SYSTEM AND METHOD
(FR) SYSTÈME ET PROCÉDÉ DE PLATEFORME DE GESTION D'APPRENTISSAGE AUTOMATIQUE
(KO) 머신 러닝 플랫폼 관리 시스템 및 방법
Abstract
(EN)
Provided, according to embodiments of the present invention, is a machine learning platform management system comprising: a master node for managing a machine learning task and command registered through an external program; a session node for analyzing the machine learning task information and the command received from the master node and allotting same to an executable lower node; and a worker node for executing machine learning according to the machine learning task information and the command allotted by the session node, and reporting the learning progress status and resource status to the session node.
(FR)
Selon des modes de réalisation de la présente invention, un système de gestion de plateforme d'apprentissage automatique comprend: un noeud maître pour gérer une tâche d'apprentissage automatique et une commande enregistrée par l'intermédiaire d'un programme externe; un noeud de session pour analyser les informations de tâche d'apprentissage automatique et la commande reçue en provenance du noeud maître et l'attribuer à un noeud inférieur exécutable; et un noeud de travail pour exécuter un apprentissage automatique en fonction des informations de tâche d'apprentissage automatique et de la commande attribuée par le noeud de session, et rapporter l'état de progression d'apprentissage et l'état de ressource au noeud de session.
(KO)
본 발명의 실시예에 따르면, 외부 프로그램을 통해 등록된 머신러닝 테스크(task) 및 명령어를 관리하는 마스터 노드; 상기 마스터 노드로부터 전달받은 상기 머신러닝 테스크 정보 및 상기 명령어를 분석하여 실행 가능한 하위 노드에 할당하는 세션 노드; 및 상기 세션 노드로부터 할당받은 상기 머신러닝 테스크 정보 및 상기 명령어에 따라 머신러닝을 수행하고, 학습 진행 상황 및 자원 상황을 상기 세션 노드로 보고하는 워커노드를 포함하는 머신 러닝 플랫폼 관리 시스템을 제공한다.
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