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Spark가 같은 쿼리를 MapReduce보다 100배 빠르게 처리하는 비결. RDD부터 DataFrame/Dataset, Catalyst optimizer, Tungsten project, whole-stage code generation, shuffle 최적화까지 720줄로 완전 분석한다.
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- Published on
Apache Spark를 프로덕션에서 안정적으로 운영하기 위해 꼭 알아야 할 실행 모델, 셔플과 데이터 스큐, AQE, 캐시 전략, Structured Streaming 운영 체크리스트를 정리합니다.