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1. StratioistheonlyBig Data platformableto combine, in onequery, storeddata withstreamingdata in real-time (in lessthan30 seconds).Weare polyglotsas well: Weuse SparkovertwonoSQLdatabases,…
WHY SPARK? RDD-Based Matrices âIn Spark, we explicitly wanted to come up with a single programming model that is very general that covers these interactive [SQL] use cases,…
1. • • • • • • • 2. June 2013 June 2014 contributors 68 255 companies 17 50 lines of code 63000…
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]•…
1. Stratio MetaAn efficient distributed datahub with batch andstreaming query capabilitiesDaniel HigueroAlvaro [email protected]@stratio.com#CassandraSummit-20141"…
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…
1. A Big Data Lake based on Spark for BBVA June 2015 2. STARTING POSITION Absence of a soDware capable of processing the data…
A Big Data Lake based on Spark for BBVA June 2015 STARTING POSITION Absence of a soDware capable of processing the data …
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…