Spark学习资料汇总

以上是楼主自己收集的spark学习的一些资料，希望对大家有所帮助

1. 书籍

Learning Spark
Mastering Apache Spark

2. 网站

official site
user mailing list
spark channel on youtube
spark summit
meetup
spark third party packages
databricks blog
databricks docs
databricks training
cloudera blog about spark
https://0x0fff.com
http://techsuppdiva.github.io/
csdn spark 知识库
过往记忆

3. 文章，博客

RDD论文英文版
RDD论文中文版
An Architecture for Fast and General Data Processing on Large Clusters
How-to: Tune Your Apache Spark Jobs (Part 1)
How-to: Tune Your Apache Spark Jobs (Part 2)
借助 Redis ，让 Spark 提速 45 倍！
量化派基于Hadoop、Spark、Storm的大数据风控架构
基于Spark的异构分布式深度学习平台
你对Hadoop和Spark生态圈了解有几许？
Hadoop vs Spark
雅虎开源CaffeOnSpark：基于Hadoop/Spark的分布式深度学习
2016 上海第二次 spark meetup: 1. spark_meetup.pdf
2016 上海第二次 spark meetup: 2. Flink_ An unified stream engine.pdf
2016 上海第二次 spark meetup: 3. Spark在计算广告领域的应用实践.pdf
2016 上海第二次 spark meetup: 4. splunk_spark.pdf
基于Spark的医疗和金融大数据
Monitoring Spark with Graphite and Grafana

4. 视频

YouTube: what is apache spark
Introduction to Spark Architecture
Top 5 Mistakes When Writing Spark Applications
slide Top 5 mistakes when writing Spark applications
Tuning and Debugging Apache Spark
slide Tuning and Debugging Apache Spark
A Deeper Understanding of Spark Internals - Aaron Davidson (Databricks)
slide A Deeper Understanding of Spark Internals - Aaron Davidson (Databricks)
Building, Debugging, and Tuning Spark Machine Learning Pipelines - Joseph Bradley (Databricks)
slide Building, Debugging, and Tuning Spark Machine Learning Pipelines
Spark DataFrames Simple and Fast Analysis of Structured Data - Michael Armbrust (Databricks)
slide Spark DataFrames Simple and Fast Analysis of Structured Data - Michael Armbrust (Databricks)
Spark Tuning for Enterprise System Administrators
slide Spark Tuning for Enterprise System Administrators
Structuring Spark: DataFrames, Datasets, and Streaming
slide Structuring Spark: DataFrames, Datasets, and Streaming
Spark in Production: Lessons from 100+ Production Users
slide Spark in Production: Lessons from 100+ Production Users
Production Spark and Tachyon use Cases
slide Production Spark and Tachyon use Cases
SparkUI Visualization
slide SparkUI Visualization
Everyday I’m Shuffling - Tips for Writing Better Spark Programs, Strata San Jose 2015
slide Everyday I’m Shuffling - Tips for Writing Better Spark Programs, Strata San Jose 2015
Large Scale Distributed Machine Learning on Apache Spark
Securing your Spark Applications
slide Securing your Spark Applications
Building a REST Job Server for Interactive Spark as a Service
slide Building a REST Job Server for Interactive Spark as a Service
Exploiting GPUs for Columnar DataFrame Operations
slide Exploiting GPUs for Columnar DataFrame Operations
Easy JSON Data Manipulation in Spark - Yin Huai (Databricks)
slide Easy JSON Data Manipulation in Spark - Yin Huai (Databricks)
Sparkling: Speculative Partition of Data for Spark Applications - Peilong Li
slide Sparkling: Speculative Partition of Data for Spark Applications - Peilong Li
Advanced Spark Internals and Tuning – Reynold Xin
slide Advanced Spark Internals and Tuning – Reynold Xin
The Future of Real Time in Spark
The Future of Real Time in Spark
Spark 2 0
slide Spark 2 0
Democratizing Access to Data
slide Democratizing Access to Data
（持续更新中。。。。）

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Spark学习资料汇总

以上是楼主自己收集的spark学习的一些资料，希望对大家有所帮助

1. 书籍

2. 网站

3. 文章，博客

4. 视频

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