# 데이터 엔지니어링의 미래

> Clean Markdown view of GeekNews topic #357. Use the original source for factual precision when an external source URL is present.

## Metadata

- GeekNews HTML: [https://news.hada.io/topic?id=357](https://news.hada.io/topic?id=357)
- GeekNews Markdown: [https://news.hada.io/topic/357.md](https://news.hada.io/topic/357.md)
- Type: news
- Author: [xguru](https://news.hada.io/@xguru)
- Published: 2019-08-19T15:21:36+09:00
- Updated: 2019-08-19T15:21:36+09:00
- Original source: [riccomini.name](https://riccomini.name/future-data-engineering)
- Points: 5
- Comments: 0

## Topic Body

1. 배치에서 리얼타임으로

2. 1:1 연동에서 N:N 으로

3. 중앙관리방식에서 셀프서브툴링으로

4. 수동에서 자동화된 도구로

## Comments



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