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. 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…
THE MISSING PIECE IN COMPLEX ANALYTICS: SCALABLE, LOW LATENCY MODEL SERVING AND MANAGEMENT WITH VELOX Daniel Crankshaw, Peter Bailis, Joseph Gonzalez, Haoyuan Li, Zhao Zhang,…
StreamSQL on Spark: Manipulating Streams by “SQL” using Spark Grace Huang, Jerry Shao Intel/SSG/Big Data Technology Contact us: [email protected] Software and ServicesSoftware…
The Future of Real-Time in Spark Reynold Xin @rxin Spark Summit New York Feb 18 2016 Why Real-Time Making decisions faster is valuable • Preventing credit card fraud •…
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…
Reza Zadeh MLlib and All-pairs Similarity Outline Example Invocations Benefits of Iterations Singular Value Decomposition All-pairs Similarity Computation MLlib + {Streaming…
Mattia Bertorello Who is Agile Lab? GO BIG (data) or GO HOME Summary •Why streaming matters •Why prediction? •Streaming architecture •Spark streaming •Demo time…
[email protected], Scalapolis 2016 Make yourself a scalable pipeline with Apache Spark Google Data Flow, 2014 The future of data processing is unbounded data.…
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…
PowerPoint Presentation Spark Streaming Preview Fault-Tolerant Stream Processing at Scale Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion Stoica UC BERKELEY…
Agenda Distributed Processing Two Use Cases Spark Spark Streaming Ecosystem Distributed Processing creditexampleSpark Streaming http://codeneuro.org/ http://research.janelia.org/zebrafish/trajectories.html…
08042018 1 08042018 2 Apache Spark™ is a fast and general-purpose engine for large-scale data processing Spark aims at achieving the following goals in the Big…
Lightning Fast Cluster Computing Michast Michael Armbrust - @michaelarmbrust Reflections | Projections 2015 2 What is Apache ? What is Apache ? Fast and general computing…
Spark™ Big Data Cluster Computing in Production Ilya Ganelin Ema Orhian Kai Sasaki Brennon York Spark™ Big Data Cluster Computing in Production Spark™: Big Data Cluster…
Streaming SQL Julian Hyde Hadoop Summit San Jose, 2016/06/29 @julianhyde SQL Query planning Query federation OLAP Streaming Hadoop Apache member VP Apache Calcite PMC Apache…
Streaming SQL Julian Hyde Apache Samza meetup Mountain View, CA 2016/2/17 @julianhyde SQL Query planning Query federation OLAP Streaming Hadoop Thanks to Milinda Pathirage…
Streaming SQL Julian Hyde @julianhyde SQL Query planning Query federation OLAP Streaming Hadoop Thanks: ● Milinda Pathirage & Yi Pan (Samza) ● Haohui Mai (Storm)…