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2 0 1 6 4 9 th A n n u al IE EE A C M - M IC R O TPCX-BB BigBench Big Data Analytics Benchmark 1 Bhaskar D Gowda Senior Staff Engineer Analytics AI Solutions Group Intel…

1. 2/1/17  ©  2016  CareerBuilder How to Integrate Spark MLlib and Apache Solr to Build Real-Time Entity Type Recognition System for Better Query Understanding Walid…

Spark Machine Learning Amir H Payberah amir@sicsse SICS Swedish ICT June 30 2016 Amir H Payberah SICS MLLib June 30 2016 1 1 Data Actionable Knowledge That is roughly the…

Machine Learning with Spark Giorgio Pedrazzi, CINECA-SCAI Bologna, 14042016 Roadmap • Unsupervised learning: Clustering – Distance measures – K-means, Density based,…

Jason Lowe and Robert Evans, 05192020 UTILIZING ACCELERATORS TO SPEEDUP ETL, ML, AND DL APPLICATIONS 2 Accelerated ETL Accelerated SQLDataframe Accelerated Shuffle Whats…

John Urbanic Parallel Computing Scientist Pittsburgh Supercomputing Center Copyright 2021 Intro To Machine Learning Using MLlib One of the reasons we use spark is for easy…

1. Evan  Sparks  and  Ameet  Talwalkar UC  Berkeley UC Berkeley baseML baseML M ML M 2. Three  Converging  Trends 3. Big  Data Three  Converging  Trends 4. Distributed…

Apache Spark CARLOS EDUARDO MART INS RELVAS I NTRODUÇÃO À C OMPUTAÇÃO PARALELA E D ISTRIBUÍDA Apache Hadoop  Mudou a forma de armazenamento e processamento de dados…

Journal of Software Engineering and Applications 2016 9 425-438 http:wwwscirporgjournaljsea ISSN Online: 1945-3124 ISSN Print: 1945-3116 DOI: 104236jsea201699028 September…

A look ahead at Spark’s development Reynold Xin @rxin Spark Summit EU Amsterdam Oct 29th 2015 SQL Streaming MLlib Spark Core RDD GraphX Spark stack diagram Frontend user…

SAP Big Data El Viaje Instantáneo en el Universo de Información Gonzalo Málaga Digital Enterprise Platform Group Octubre 2016 © 2015 SAP SE or an SAP affiliate company…

SPARKTREE: PUSH THE LIMIT OF TREE ENSEMBLE LEARNING SparkTree: Push the Limit of Tree Ensemble Learning Hucheng Zhou HUZHO@MICROSOFTCOM Microsoft Research Beijing China Bo…

1© Cloudera Inc All rights reserved HadoopSparkを中⼼とした データエンジニアリング データサイエンス基盤 有賀康顕 Cloudera株式会社 2©…

15-319 15-619 Cloud Computing Recitation 12 November 15th 2016 Overview • Last week’s reflection – Team project phase 2 – Quiz 10 • This week’s schedule – Project…

Traitement de données en mémoire : Introduc2on à Spark Vincent Leroy Sources •  Resilient Distributed Datasets, Henggang Cui •  Coursera Introduc2on to Apache…

Accelerator Design for Big Data Processing Frameworks Hiroki Matsutani Dept of ICS Keio University http:wwwarcicskeioacjp~matutani July 5th 2017 International Forum on MPSoC…

© 2016 IBM Corporation Text Classification with Spark October 19 2016 Joseph Kambourakis Open Source Analytics Technical Evangelist josephkambourakis@ibmcom Rich Tarro IBM…

This is an electronic reprint of the original article This reprint may differ from the original in pagination and typographic detail Powered by TCPDF wwwtcpdforg This material…

A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment Jianguo Chen, Kenli Li, Senior Member, IEEE, Zhuo Tang,Member, IEEE, Kashif Bilal,…

Machine Learning in PandaRoot GlueX-Panda Workshop GWashington University May 2019 Ralf Kliemt GSI Motivation • Machine Learning ML is about modelling data • Self-learning…