Apache Spark
[Apache Beam](https://texonom.com/apache-beam-c25d15be60d84d47889ae2b06a33cc57) [Hadoop](https://texonom.com/hadoop-7c41092e14574878a540f90f973c2f1a) 


## Analytics Engine for Big data
대규모 데이터 처리를 위한 빠르고 안정적이며 fault tolerance이 있는 분산 컴퓨팅 프레임워크
스파크 메모리 모델은 RAM을 사용하여 데이터가 처리될 때 캐시
구글 맵리듀스의 오픈 소스 구현체인 하둡 맵리듀스보다 처리 속도가 최대 100배 빠르다
초기 스파크의 혁신은 획기적인 메모리 사용과 표현력이 풍부한 기능적인 API에
### Apache Spark Notion
|Title|
|:-:|
|[Apache Spark Structure](https://texonom.com/apache-spark-structure-4411aa36bdee448eaff97b46d758ba4e)|
|[RDD](https://texonom.com/rdd-d308fcc0146d4c478d5d11393ef9cd6e)|
|[Spark Dataframe](https://texonom.com/spark-dataframe-6a02a77329cd4a7c9869cb93f8897f5e)|
|[Spark Polyglot](https://texonom.com/spark-polyglot-708a78ee23174b40810b9b47f367a839)|
|[Spark Core](https://texonom.com/spark-core-ee811187cdb2476ebd138b9bd0d63b89)|
|[Spark Structured Streaming](https://texonom.com/spark-structured-streaming-777c5f4f9c6b435cb174dfc5025deaea)|
|[Apache Graph Frame](https://texonom.com/apache-graph-frame-41d968ecd91049168a49fd78281f1ed8)|
|[Spark Partition](https://texonom.com/spark-partition-285cce0cbea04df183dae1859aed4291)|


### Apache Spark Usage
|Title|
|:-:|
|[Spark SQL](https://texonom.com/spark-sql-175e6ee10490407f9732ac7d9b2f3ed6)|
|[Spark Framework](https://texonom.com/spark-framework-034516df1ef14d8cafc5b54567e9f210)|
|[Spark Tool](https://texonom.com/spark-tool-1e201bd8d36446239776b9d04e02262a)|
|[SparkML](https://texonom.com/sparkml-e69ed140f90446d387cb4aa7ab67fb69)|
|[Spark AI](https://texonom.com/spark-ai-2dc8bcca7a9c40a39a9463af8aa93341)|
|[Pyspark](https://texonom.com/pyspark-a4d644ec8b884cf18f1d879ae5c37650)|



> [스파크를 활용한 실시간 처리](https://www.hanbit.co.kr/store/books/look.php?p_code=B7070333457)

> [ankurchavda/SparkLearning](https://github.com/ankurchavda/SparkLearning?utm_source=tldrnewsletter)





