March 2022
Beginner to intermediate
796 pages
18h 14m
Korean
Content preview from 파이썬을 활용한 금융 분석(2판) : 파이썬의 기초부터 금융공학, 머신러닝, 퀀트 분석, 매매 시스템 구현까지
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645
16
장
매매 자동화
16.4
기반구조와 배포
실제 자금을 사용하여 자동화된 알고리즘 트레이딩 전략을 실행할 때는 적절한 기반구조가 필
요하다. 기반구조는 다음과 같은 조건을 갖추어야 한다.
신뢰성
알고리즘 트레이딩 전략을 배포할 기반구조는
99
.
9
% 이상의 고가용성
high
availability
을 가지고 있
어야 하며 (자동 백업, 드라이브 및 웹 연결의 다중화 등) 여러 가지 신뢰성 기준을 만족해야
한다.
성능
처리하는 데이터의 양과 알고리즘이 사용하는 계산량에 따라서 기반구조는 충분한
CPU
코어,
메모리, 디스크 용량을 가지고 있어야 한다. 또한 네트워크 속도도 충분히 빨라야 한다.
보안
운영체제와 애플리케이션은 강력한 패스워드와
SSL
암호화로 보호되어야 한다. 하드웨어 또한
화재나 수해 혹은 인가되지 않은 물리적 접근으로부터 보호되어야 한다.
전문적 데이터 센터나 클라우드 서비스를 이용하면 기본적으로 이러한 조건을 만족시킬 수 있
다. 대형 금융기관일수록 이러한 물리적 기반구조에 대한 투자는 충분히 정당화된다.
개발이나 테스트 관점에서는 디지털오션
DigitalOcean
의 가장 작은 서비스인
Droplet
서비스로 충
분히 시작할 수 있다. 집필 시점에
Droplet
서비스는 한 달에
5
달러 수준이다. 사용료는 시간
단위로 지불되고 몇
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.