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A Tale of Two Technologies A Story of the IoT “revolution” It was the age of connectedness It was the age of disconnectedness Failure tolerance is not optional It was…
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© Cloudera Inc All rights reserved How Hadoop Changes the Analytics Paradigm Kunal Taneja System Engineering Manager ANZ 2© Cloudera Inc All rights reserved Why is Big…
Click to edit Master text styles Click to edit Master text styles After Dark Real-time Advanced Analytics, Machine Learning, Graph Analytics, Text NLP, and Recommendations…
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…
Data Reliability for Data Lakes Michael Armbrust @michaelarmbrust 1 Collect Everything • Recommendation Engines • Risk Fraud Detection • IoT Predictive Maintenance…
#ibmedge © 2016 IBM Corporation Session #2442: Flash-Optimized Apache Spark: Expanding In-Memory Analytics into Flash Bernie Wu, Levyx Randy Swanberg, IBM 92116 #ibmedge…
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…
03062020 1 Spark Streaming is a framework for large scale stream processing Scales to 100s of nodes Can achieve second scale latencies Provides a simple batch-like…