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Spark SQL and DataFrames ��� Spark GraphX ��� Spark Mlib ��� Spark Streaming Lightning-fast cluster computing Chaining transformations 2   SQL context…

1 Pivotal Confidential–Internal Use Only 1 Pivotal Confidential–Internal Use Only Spark Architecture AGrishchenko About me Enterprise Architect @ Pivotal   7 years…

Slides  adopted  from  Matei  Zaharia  (MIT)  and  Oliver  Vagner  (Manheim,  GT) Spark  &  Spark  SQL High-­‐Speed  In-­‐Memory  Analytics 
 over…

Spark Streaming & Spark SQL Yousun Jeong jerryjung@sk.com mailto:jerryjung@sk.com History - Spark Developed in 2009 at UC Berkeley AMPLab, then open sourced in 2010,…

1. Spark, Spark Streaming& TachyonSolving big data problem without programming for big data 2. Who am I? What do we do?• Name: Johan Hong johan.hong@pearson.com•…

1. View Apache Spark and Scala course details at www.edureka.co/apache-spark-scala-training Apache Spark | Spark SQL 2. Slide 2 www.edureka.co/apache-spark-scala-trainingSlide…

© 2017 GridGain Systems Inc Where Fast Data Meets the IoT Apache Ignite and Apache Spark Denis Magda Ignite PMC Chair GridGain PM © 2017 GridGain Systems Inc • IoT Demands…

Spark introduction ��� ��� RDD ��� ��� Building and running Spark applications Lightning-fast cluster computing 2   2009   NoSQL   Along  with…

Cisco Sparkインストール手順 for Windows PC 2017711 1 1ソフトウェアのダウンロード ■Cisco Spark アプリの ダウンロード先 ①Webブラウザより以下へ接続…

Learning Spark by Holden Karau et. al. Chapter 10: spark streaming Learning Spark by Holden Karau et. al. Overview: Spark Streaming A Simple Example Architecture and Abstraction…

1. Jorge López-Malla Matute INDEX jlopezm@stratio.com Abel Rincón Matarranz arincon@stratio.com Kerberos ● Introduction ● Key concepts ● Workflow ● Impersonation…

 Spark MLlib is the Spark component providing the machine learningdata mining algorithms  Pre-processing techniques  Classification supervised learning  Clustering…

SPARK STREAMING OVERVIEW SPARK STREAMING OVERVIEW SPARK STREAMING OVERVIEW SPARK STREAMING OVERVIEW Spark SQL Spark Streaming MLlib (machine learning) GraphX (graph) SPARK…

Spark SQL: Relational Data Processing in Spark Michael Armbrust† Reynold S Xin† Cheng Lian† Yin Huai† Davies Liu† Joseph K Bradley† Xiangrui Meng† Tomer Kaftan‡…

4 -C y C le en g in e 280 REPLACEMENT SPARK PLUGS Spark Plug Application Chart ______________________________________________________________________________________________________________…

22nd International Conference on Automated Planning and Scheduling June 26 2012 Atibaia – Sao Paulo – Brazil SPARK 2012 Proceedings of the Scheduling and Planning Applications…

THE AUSTRALIAN INFRASTRUCTURE NETWORK SPECIALISTS ANNUAL REPORT 2015 Spark Infrastructure A nnual R eport 2015 F or p er so na l u se o nl y SPARK INFRASTRUCTURE SPARK INFRASTRUCTURE…

Agenda ●Spark Platform ●Spark Core ●Spark Extensions ●Using Apache Spark About me Vitalii Bondarenko Data Platform Competency Manager Eleks www.eleks.com 20 years…