Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author:...

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Transcript of Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author:...

Page 1: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 2: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 3: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 4: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 5: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 6: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 7: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 8: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 9: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 10: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 11: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM
Page 12: Big Data Processing with Spark€¦ · Title: Big Data Processing with Spark Author: fisseha.berhane Created Date: 6/26/2016 7:15:54 PM

Stream Processing (with Storm, Spark, Flink) Lecture ... · Stream Processing (with Storm, Spark, Flink) ... Big Data software is ... Storm Programming and Execution Higher-Level

Stream Processing (with Storm, Spark, Flink) Lecture ... · Stream Processing (with Storm, Spark, Flink) ... Big Data software is ... Storm Programming and Execution Higher-Level

Lab 3: Introduction to Spark Streaminghy562/labs20/Lab6-Spark...Outline Big Stream Analysis Streaming & Real Time Processing Streaming Systems λ vs k What is Spark Streaming Core

Lab 3: Introduction to Spark Streaminghy562/labs20/Lab6-Spark...Outline Big Stream Analysis Streaming & Real Time Processing Streaming Systems λ vs k What is Spark Streaming Core

Cloud, Big Data & Linear Algebra - IBM•Apache Spark is a fast and general open-source cluster computing engine for big data processing • Speed: Spark is capable to run programs

Cloud, Big Data & Linear Algebra - IBM•Apache Spark is a fast and general open-source cluster computing engine for big data processing • Speed: Spark is capable to run programs

Big Data Stream Processing - ScaDS · Big Data Stream Processing ... • More details on Storm, Spark, Flink ... • Unified primitives for batch and stream processing

Big Data Stream Processing - ScaDS · Big Data Stream Processing ... • More details on Storm, Spark, Flink ... • Unified primitives for batch and stream processing

Spark SQL: Relational Data Processing in Spark

Spark SQL: Relational Data Processing in Spark

Apache Spark: A Unified Engine for Big Data Processing

Apache Spark: A Unified Engine for Big Data Processing

Accelerate Big Data Processing (Hadoop, Spark, Memcached ...nowlab.cse.ohio-state.edu/static/media/talks/slide/bigdata-DK-Xiaoyi-OSU.pdfAccelerate Big Data Processing (Hadoop, Spark,

Accelerate Big Data Processing (Hadoop, Spark, Memcached ...nowlab.cse.ohio-state.edu/static/media/talks/slide/bigdata-DK-Xiaoyi-OSU.pdfAccelerate Big Data Processing (Hadoop, Spark,

Unified Big Data Processing with Apache Spark · Unified Big Data Processing with Apache Spark ... MapReduce was great for batch processing, ... Spark can leverage most of the latest

Unified Big Data Processing with Apache Spark · Unified Big Data Processing with Apache Spark ... MapReduce was great for batch processing, ... Spark can leverage most of the latest

Big Data Processing with Spark and Scala

Big Data Processing with Spark and Scala

Spark, NoSql and real time processing by Oscar Mendez at Big Data Spain 2014

Spark, NoSql and real time processing by Oscar Mendez at Big Data Spain 2014

Spark Summit 2013 Spark Streaming Real Time big data processing

Spark Summit 2013 Spark Streaming Real Time big data processing

Big-Data Analytics Architecture for Businesses: Open ... · Big Data Processing Big Data Characteristic Tools and Technologies Batch processing Volume Hadoop, Spark, Flink Stream

Big-Data Analytics Architecture for Businesses: Open ... · Big Data Processing Big Data Characteristic Tools and Technologies Batch processing Volume Hadoop, Spark, Flink Stream

Making Big Data Processing Simple with Sparkpapaggel/courses/eecs4415/...Making Big Data Processing Simple with Spark Matei Zaharia December 17, 2015 What is Apache Spark? Fast and

Making Big Data Processing Simple with Sparkpapaggel/courses/eecs4415/...Making Big Data Processing Simple with Spark Matei Zaharia December 17, 2015 What is Apache Spark? Fast and

Accelerating Big Data Processing with Hadoop, Spark … · Accelerating Big Data Processing with Hadoop, Spark ... Spark Architecture Overview ... • Challenges for Accelerating

Accelerating Big Data Processing with Hadoop, Spark … · Accelerating Big Data Processing with Hadoop, Spark ... Spark Architecture Overview ... • Challenges for Accelerating

Parallel Processing - Spark

Parallel Processing - Spark

Portable stateful big data processing in Apache Beam · Portable stateful big data processing in Apache Beam Kenneth Knowles Apache Beam PMC ... Spark Apache Storm Apache Gearpump

Portable stateful big data processing in Apache Beam · Portable stateful big data processing in Apache Beam Kenneth Knowles Apache Beam PMC ... Spark Apache Storm Apache Gearpump

Big Data Processing using Apache Spark and Clojure

Big Data Processing using Apache Spark and Clojure

Making Big Data Processing Simple with Spark · Making Big Data Processing Simple with Spark Matei Zaharia December 17, 2015 . ... • High-level APIs in Java, Scala, Python, R ...

Making Big Data Processing Simple with Spark · Making Big Data Processing Simple with Spark Matei Zaharia December 17, 2015 . ... • High-level APIs in Java, Scala, Python, R ...

Apache Spark for Big Data Processing

Apache Spark for Big Data Processing

Spark: The State of the Art Engine for Big Data Processing

Spark: The State of the Art Engine for Big Data Processing