├── Apache Spark Resource Management and YARN App Mode.docx ├── README.md ├── Spark Closure.docx ├── Spark Executor.docx ├── Spark HDFS Splits and Partition.docx ├── Spark Using Optimization.docx ├── Spark mllib 分析报告-Gradient Descent.docx ├── Spark mllib 分析报告-Kmeans.docx ├── Spark mllib 分析报告-Kmeans结果分析.docx ├── Spark mllib 分析报告-LBFGS.docx ├── Spark mllib 分析报告-Random Forest.docx ├── Spark mllib分析报告-Logistic Regression By SWT.docx ├── Spark summit EUROPE 2016 ├── 2gsemeniukwilkins-161103202108.pdf ├── 4skaarthiksivashanmugam-161103203624.pdf ├── Democratizing-AI-with-Apache-Spark.pdf ├── Extreme-scale-Ad-Tech-using-Spark-and-Databricks-at-MediaMath.pdf ├── From-Machine-Learning-to-Learning-Machines--Creating-an-End-to-End-Cognitive-Process-with-Apache-SparkБ6╛4.pdf ├── How-Apache-Spark-Is-Helping-Tame-the-Wild-West-of-Wi-Fi.pdf ├── MmmooOgle--From-Big-Data-to-Decisions-for-Dairy-Cows.pdf ├── Simplifying-Big-Data-Applications-with-Apache-Spark-2.0.pdf ├── Spark-Summit-EU-talk-by-Ahsan-Javed-Awan.pdf ├── Spark-Summit-EU-talk-by-Bas-Geerdink.pdf ├── Spark-Summit-EU-talk-by-Berni-Schiefer.pdf ├── Spark-Summit-EU-talk-by-Brij-Bhushan-Ravat.pdf ├── Spark-Summit-EU-talk-by-Casey-Stella.pdf ├── Spark-Summit-EU-talk-by-Chris-Pool-and-Jeroen-Vlek.pdf ├── Spark-Summit-EU-talk-by-Christos-Erotocritou.pdf ├── Spark-Summit-EU-talk-by-Dean-Wampler.pdf ├── Spark-Summit-EU-talk-by-Debasish-Das-and-Pramod-Narasimha.pdf ├── Spark-Summit-EU-talk-by-Elena-Lazovik.pdf ├── Spark-Summit-EU-talk-by-Emlyn-Whittick.pdf ├── Spark-Summit-EU-talk-by-Erwin-Datema-and-Roeland-van-Ham.pdf ├── Spark-Summit-EU-talk-by-Francois-Garillot-and-Mohamed-Kafsi.pdf ├── Spark-Summit-EU-talk-by-Heiko-Korndorf.pdf ├── Spark-Summit-EU-talk-by-Herman-van-Hovell.pdf ├── Spark-Summit-EU-talk-by-Jakub-Hava.pdf ├── Spark-Summit-EU-talk-by-Jaroslav-Bachorik-and-Adrian-Popescu.pdf ├── Spark-Summit-EU-talk-by-Javier-Aguedes.pdf ├── Spark-Summit-EU-talk-by-Jim-Dowling.pdf ├── Spark-Summit-EU-talk-by-Jiri-Simsa.pdf ├── Spark-Summit-EU-talk-by-John-Musser.pdf ├── Spark-Summit-EU-talk-by-Johnathan-Mercer.pdf ├── Spark-Summit-EU-talk-by-Jorg-Schad.pdf ├── Spark-Summit-EU-talk-by-Josef-Habdank.pdf ├── Spark-Summit-EU-talk-by-Kaarthik-Sivashanmugam.pdf ├── Spark-Summit-EU-talk-by-Kent-Buenaventura-and-Willaim-Lau.pdf ├── Spark-Summit-EU-talk-by-Larisa-Sawyer.pdf ├── Spark-Summit-EU-talk-by-Luc-Bourlier.pdf ├── Spark-Summit-EU-talk-by-Luca-Canali.pdf ├── Spark-Summit-EU-talk-by-Michael-Nitschinger.pdf ├── Spark-Summit-EU-talk-by-Miha-Pelko-and-Til-Piffl.pdf ├── Spark-Summit-EU-talk-by-Mike-Percy.pdf ├── Spark-Summit-EU-talk-by-Mikhail-Semeniuk-Hollin-Wilkins.pdf ├── Spark-Summit-EU-talk-by-Miklos-Christine-paddling-up-the-stream.pdf ├── Spark-Summit-EU-talk-by-Nick-Pentreath.pdf ├── Spark-Summit-EU-talk-by-Nimbus-Goehausen.pdf ├── Spark-Summit-EU-talk-by-Oscar-Castaneda.pdf ├── Spark-Summit-EU-talk-by-Pat-Patterson.pdf ├── Spark-Summit-EU-talk-by-Patrick-Baier-and-Stanimir-Dragiev.pdf ├── Spark-Summit-EU-talk-by-Qifan-Pu.pdf ├── Spark-Summit-EU-talk-by-Ram-Sriharsha-and-Vlad-Feinberg.pdf ├── Spark-Summit-EU-talk-by-Reza-Karimi.pdf ├── Spark-Summit-EU-talk-by-Rolf-Jagerman.pdf ├── Spark-Summit-EU-talk-by-Ross-Lawley.pdf ├── Spark-Summit-EU-talk-by-Ruben-Pulido-Behar-Veliqi.pdf ├── Spark-Summit-EU-talk-by-Sameer-Agarwal.pdf ├── Spark-Summit-EU-talk-by-Sebastian-Schroeder-and-Ralf-Sigmund.pdf ├── Spark-Summit-EU-talk-by-Shaun-Klopfenstein-and-Neelesh-Shastry.pdf ├── Spark-Summit-EU-talk-by-Shay-Nativ-and-Dvir-Volk.pdf ├── Spark-Summit-EU-talk-by-Simon-Whitear.pdf ├── Spark-Summit-EU-talk-by-Sital-Kedia.pdf ├── Spark-Summit-EU-talk-by-Sol-Ackerman-and-Franklyn-D'souza.pdf ├── Spark-Summit-EU-talk-by-Stavros-kontopoulos-and-Justin-Pihony.pdf ├── Spark-Summit-EU-talk-by-Stephan-Kessler.pdf ├── Spark-Summit-EU-talk-by-Steve-Loughran.pdf ├── Spark-Summit-EU-talk-by-Sudeep-Das-and-Aish-Faenton.pdf ├── Spark-Summit-EU-talk-by-Ted-Malaska.pdf ├── Spark-Summit-EU-talk-by-Tim-Hunter.pdf ├── Spark-Summit-EU-talk-by-Tug-Grall.pdf ├── Spark-Summit-EU-talk-by-William-Benton.pdf ├── Spark-Summit-EU-talk-by-Yaroslav-Nedashkovsky-and-Andy-Starzhinsky.pdf ├── Spark-Summit-EU-talk-by-Yiannis-Gkoufas.pdf ├── Spark-Summit-EU-talk-by-Zoltan-Zvara.pdf ├── The-Next-AMPLab--Real-Time,-Intelligent,-and-Secure-Computing.pdf ├── The-Potential-of-GPU-driven-High-Performance-Data-Analytics-in-Spark.pdf └── The-Spark-(R)evolution-in-The-Netherlands.pdf ├── spark core- Aggregate and TreeAggragate.docx ├── spark core- RDD.doc ├── spark core-SparkContext.docx ├── spark-参数配置优化.docx └── speed of every computer component by google.docx /Apache Spark Resource Management and YARN App Mode.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codlife/SparkDeepDoc/69158558f0c340a7cde3d8ea46ba2a6675046f33/Apache Spark Resource Management and YARN App 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Most important is what i think. 3 | # Streaming 4 | 5 | * 1: https://databricks.com/blog/2015/01/28/introducing-streaming-k-means-in-spark-1-2.html 6 | * 2: [Flink 核心技术介绍 by Flink Committer](http://geek.csdn.net/news/detail/56272?utm_source=top.caibaojian.com/74946) 7 | 8 | # Machine learning 9 | * 1: [K-D tree](http://blog.sina.com.cn/s/blog_6f611c300101bysf.html) 10 | * 2: [An overview of SGD](http://sebastianruder.com/optimizing-gradient-descent/index.html#fn:10) 11 | * 3：[trade-off of variance and bias](https://en.wikipedia.org/wiki/Bias%E2%80%93variance_tradeoff) 12 | -------------------------------------------------------------------------------- /Spark Closure.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codlife/SparkDeepDoc/69158558f0c340a7cde3d8ea46ba2a6675046f33/Spark Closure.docx -------------------------------------------------------------------------------- /Spark Executor.docx: 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