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Slide 1 GraphX: Graph Analytics on Spark Joseph Gonzalez, Reynold Xin, Ion Stoica, Michael Franklin Developed at the UC Berkeley AMPLab AMPCamp: August 29, 2013 1 Graphs…
Diapositiva 1 Graphs are everywhere! Distributed graph computing with Spark GraphX Andrea Iacono Agenda: Graph definitions and usages GraphX introduction Pregel Code examples…
Krishna Sankar https://www.linkedin.com/in/ksankar June 1, 2016 1. Paco Nathan, Scala Days 2015, https://www.youtube.com/watch?v=P_V71n-gtDs 2. Big Data Analytics with Spark-Apress…
Krishna Sankar https://www.linkedin.com/in/ksankar June 1, 2016 1. Paco Nathan, Scala Days 2015, https://www.youtube.com/watch?v=P_V71n-gtDs 2. Big Data Analytics with Spark-Apress…
Spark GraphX and Scala By Mark Horeni History • Started as a project at Berkley in 2012 •Main Design Goals • Parallelism • Fault Tolerance •Donated to Apache •GraphX…
1. Scalable graph analysis with Apache Giraph and Spark GraphX Roman Shaposhnik [email protected] @rhatr Director of Open Source, Pivotal Inc. 2. Introduction into scalable…
UC BERKELEY GraphX Graph Analytics in Spark Ankur Dave��� Graduate Student, UC Berkeley AMPLab Joint work with Joseph Gonzalez, Reynold Xin, Daniel Crankshaw,…
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. Overview of GraphX Presentation by @dougneedham 2. Introduction @dougneedham Data Guy - Started as a DBA in the Marine Corps, evolved to Architect, now aspiring…
Spark SQL and DataFrames ��� Spark GraphX ��� Spark Mlib ��� Spark Streaming Lightning-fast cluster computing Chaining transformations 2 SQL context…
UC BERKELEY GraphX Graph Analytics in Spark Ankur Dave��� Graduate Student, UC Berkeley AMPLab Joint work with Joseph Gonzalez, Reynold Xin, Daniel Crankshaw,…
1. A Different Look at Ad Targeting A Swarm of Ads 2. Nature-Inspired Algorithm for AdTech Model Exploration • Pages are linked by similarity, forming a network of branches…
1. Spark GraphX & Pregel Challenges and Best Practices Ashutosh Trivedi (IIIT Bangalore) Kaushik Ranjan (IIIT Bangalore) Sigmoid-Meetup Bangalore https://github.com/anantasty/SparkAlgorithms…
Spark CSCE 678 Why Not MapReduce • “MapReduce largely simplified big-data analysis on large unrealistic clusters” – by Matei Zahari • Users want more complex multi-stage…
Reza Zadeh MLlib and All-pairs Similarity Outline Example Invocations Benefits of Iterations Singular Value Decomposition All-pairs Similarity Computation MLlib + {Streaming…
PowerGraph and GraphX Amir H. Payberah [email protected] Amirkabir University of Technology (Tehran Polytechnic) Amir H. Payberah (Tehran Polytechnic) PowerGraph and GraphX 1393/9/10…
In-Memory Processing with Apache Spark Vincent Leroy Sources • Resilient Distributed Datasets, Henggang Cui • Coursera IntroducBon to Apache Spark, University of…
This paper is included in the Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation. October 6–8, 2014 • Broomfield, CO 978-1-931971-16-4…
Joseph E Gonzalez Asst Professor UC Berkeley jegonzal@csberkeleyedu Co-founder GraphLab now Turi Inc joseph@datocom what happens after learning Prediction Serving Prediction…
The Pregel Programming Model with Spark GraphX Agenda - GraphX Introduction - Pregel programming model - Code examples The main focus will be on the programming model GraphX…