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。。。。）