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citydatahub_analytics_module's Introduction

Data Hub Analytics Module

1. Data Hub Analytics Module 대한 설명

아래와 같은 방식으로 설치하는 것을 권장하지만, 서버구성은 자유롭게 변경하여 설치 및 이용 가능합니다.

A. 분석관리서버

샌드박스 생성 관리, 데이터를 학습 및 분석, 배치 실행을 관리하는 웹 서버

프로그램 리스트

  • 데이터분석시스템_분석관리서버(ANALYTICS_MANAGER)
  • 데이터분석시스템_배치관리서버(ANALYTICS_BATCH_MANAGER)
  • Network File Server
  • POSTGRESQL

B. 배치분석서버

데이터 탐색 및 분석, ETL, 기계학습 등이 시행되며, 분석관리서버 내부의 배치관리서버로부터 전달받은 명령을 실제 수행하는 서버로, 분석모듈이 탑재되어 예측과 같은 배치작업을 실행하기 위해서 사용됨

프로그램 리스트

  • RABBITMQ
  • 데이터분석시스템_분석모듈
  • 관리서버의 NFS에 연결
  • POSTGRESQL

2. Data Hub Analytics Module Architecture

A. 모듈 개념도

B. 아키텍처

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