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Building Robust, Adaptive Streaming Apps with Spark Streaming Tathagata âTDâ Das @tathadas Spark Summit East 2016 Who am I? Project Management Committee (PMC) member of…

Building Robust, Adaptive Streaming Apps with Spark Streaming Tathagata âTDâ Das @tathadas Spark Summit East 2016 Who am I? Project Management Committee (PMC) member of…

Spark Streaming & Spark SQL Yousun Jeong [email protected] mailto:[email protected] 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 [email protected]•…

CS 398 ACC Streaming Prof. Robert J. Brunner Ben Congdon Tyler Kim MP3 How’s it going? Final Autograder run: - Tonight ~9pm - Tomorrow ~3pm ● Due tomorrow at 11:59 pm.…

1. www.edureka.co/apache-spark-scala-training Spark Streaming Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions 2. Slide 2Slide 2 www.edureka.co/apache-spark-scala-trainingTwitter…

1. Noam Shaish Spark Streaming Scale   Fault  tolerance   High  throughput 2. Agenda ❖ Overview   ❖ Architecture   ❖ Fault-­‐tolerance   ❖ Why  Spark  streaming?…

Spark Streaming Spark Streaming Large-scale near-real-time stream processing UC BERKELEY Tathagata Das (TD) 1 Motivation Many important applications must process large data…

Présentation Société Présentation Société Mars 2013 @ Paris Stanislas BOCQUET CEO +33(0)1 43 12 89 42 [email protected] SPARK STREAMING, LES DONNÉES QUI VOUS PARLENT…

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

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…

Mattia Bertorello Who is Agile Lab? GO BIG (data) or GO HOME Summary •Why streaming matters •Why prediction? •Streaming architecture •Spark streaming •Demo time…

Apache Spark Concepts - Spark SQL, GraphX, Streaming Petr Zapletal Cake Solutions Apache Spark and Big Data History and market overview Installation MLlib and Machine Learning…

1. Productionalizing Spark Streaming Spark Summit 2013 Ryan Weald @rweald@rweald Monday, December 2, 13 2. What We’re Going to Cover •What we do and Why we choose Spark…

[email protected], Scalapolis 2016 Make yourself a scalable pipeline with Apache Spark Google Data Flow, 2014 The future of data processing is unbounded data.…

Agenda Distributed Processing Two Use Cases Spark Spark Streaming Ecosystem Distributed Processing creditexampleSpark Streaming http://codeneuro.org/ http://research.janelia.org/zebrafish/trajectories.html…

PowerPoint Presentation Spark Streaming Preview Fault-Tolerant Stream Processing at Scale Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion Stoica UC BERKELEY…

Spark & Spark Streaming Internals Akhil Das [email protected] Apache Spark Spark Stack Spark Internals Resilient Distributed Dataset (RDD) Restricted form of…

Spark Streaming and MLlib The stack for distributed, massively scalable, (near) real-time data processing and machine learning present Phaneendra Chiruvella http://twitter.com/pcx66…

1. Bay Area Spark Meetup 05/19/2015 @ 2. Spark Streaming Resiliency Prasanna Padmanabhan & Bharat Venkat Personalization Infrastructure 3. ● Deployment Setup ● Background…