SPARK 知識地圖

1    Table of Contents

spark 總攬

spark core

spark sql

spark mllib

spark graphx

spark streaming

2    spark 總攬

spark官網：https://spark.apache.org/

spark 資料集中營，覆蓋各類視頻，論文，博客，ppt： https://spark.apache.org/documentation.html

spark jira：https://issues.apache.org/jira/browse/SPARK/?selectedTab=com.atlassian.jira.jira-projects-plugin:issues-panel

spark developer list： http://apache-spark-developers-list.1001551.n3.nabble.com/

spark user list：http://apache-spark-user-list.1001560.n3.nabble.com/

 

spark Screencast Tutorial Videos：

https://spark.apache.org/screencasts/1-first-steps-with-spark.html

https://spark.apache.org/screencasts/2-spark-documentation-overview.html

https://spark.apache.org/screencasts/3-transformations-and-caching.html

https://spark.apache.org/screencasts/4-a-standalone-job-in-spark.html

 

CSDN spark技術博客系列： http://spark.csdn.net/m/zone/sp/blog?page=3

spark meetup youtube視頻：https://www.youtube.com/channel/UCRzsq7k4-kT-h3TDUBQ82-w

spark submit youtube視頻：https://www.youtube.com/channel/UCRzsq7k4-kT-h3TDUBQ82-w/playlists

 

spark介紹：https://www.youtube.com/watch?v=VWeWViFCzzg

spark架構：https://github.com/JerryLead/SparkInternals/tree/master/markdown

spark系列型介紹博客：http://www.cnblogs.com/hseagle/category/569175.html

spark學習路線圖：http://mmicky.blog.163.com/blog/static/150290154201431293822347/

 

spark 調優：http://www.oschina.net/translate/spark-tuning

3    spark core

shuffle介紹：

http://jerryshao.me/architecture/2014/01/04/spark-shuffle-detail-investigation/

 

RDD：

http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf

http://www.cnblogs.com/fxjwind/p/3489111.html

4    spark sql

源碼分析：

http://blog.csdn.net/book_mmicky/article/details/39288715

http://blog.csdn.net/oopsoom/article/details/38257749

 

DataFrame 和 Datasource API：

https://www.youtube.com/watch?v=6axUqHCu__Y

https://www.youtube.com/watch?v=Hvke1f10dL0

http://www.slideshare.net/databricks/introducing-dataframes-in-spark-for-large-scale-data-science

5    spark mllib

分類迴歸：

http://blog.csdn.net/yangguo_2011/article/details/33859337

http://www.cnblogs.com/hseagle/p/3908276.html

 

6    spark graphx

GraphX大規模圖計算和圖挖掘:

http://book.51cto.com/art/201408/450049.htm

7    spark streaming

源碼分析:

http://blog.csdn.net/lantian0802/article/details/38784261

 

kafka對接：

http://www.csdn.net/article/2014-12-31/2823384-kafka-spark-streaming-integration-example-tutorial

http://www.michael-noll.com/blog/2014/10/01/kafka-spark-streaming-integration-example-tutorial/