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Apache Spark and Distributed Programming CS-E4110 Concurrent Programming Keijo Heljanko Department of Computer Science Aalto University School of Science November 30th 2016…

Apache Spark Introduction 2016 05 Hwang Joongwon Index • Apache Spark Introduction • Motivation • Resilient Distributed Dataset RDD • Lineage chain for RDD • Lazyness…

1. RDD – Overview(Resilient Distributed Datasets*){Nov 1st 2014Oakland CABy Taposh Dutta Roy* Source: https://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf…

Distributed ML in Apache Spark Joseph K. Bradley June 24, 2016 ® ⢠Who am I? Apache Spark committer & PMC member Software Engineer @ Databricks Ph.D. in Machine…

Distributed Computing with Apache Spark Convex and distributed optimization (3 ECTS) Master of Science in Industrial and Applied Mathematics 2016 Original motivation Google…

Spark’s distributed programming model Martin Zapletal Cake Solutions Apache Spark Apache Spark and Big Data 1) History and market overview 2) Installation 3) MLlib and…

Apache Spark Introduction 2016 05 Hwang Joongwon Index • Apache Spark Introduction • Motivation • Resilient Distributed Dataset RDD • Lineage chain for RDD • Lazyness…

Supercharging R with Apache Spark Hossein Falaki @mhfalaki About Apache Spark and Databricks Apache Spark is a general distributed computing engine that unifies: •  Real-time…

Jim Dowling Logical Clocks AB Distributed Deep Learning with Apache Spark and TensorFlow jim_dowling The Cargobike Riddle 2 Spark Data Prep Spark Streaming Monitoring Models…

Data Management in Large-Scale Distributed Systems Apache Spark Thomas Ropars thomasropars@univ-grenoble-alpesfr http:troparsgithubio 2019 1 mailto:thomasropars@univ-grenoble-alpesfr…

Benchmarking Distributed Stream Data Processing Systems Jeyhun Karimov# Tilmann Rabl∗# Asterios Katsifodimos$ Roman Samarev∗ Henri Heiskanen‡ Volker Markl∗# #DFKI…

A Distributed Approach to EpiFast using Apache Spark Vijayasarathy Kannan Thesis submitted to the Faculty of the Virginia Polytechnic Institute and State University in partial…

High-Performance Distributed Machine Learning using Apache SPARK Celestine Dünner CDU@ZURICH.IBM.COM IBM Research – Zürich, Switzerland Thomas Parnell TPA@ZURICH.IBM.COM…

Distributed Convolutional Neural Network with Apache Spark Yuwei Jiao, Vivi Ma 16-12-03 CS 848 Final Project 1 Outline •  Background •  Fundamental CNN Workflow • …

BigData, newborn technologies evolving fast. Why Apache Spark outruns Apache Hadoop Andy Petrella, Nextlab Xavier Tordoir, SilicoCloud Andy @Noootsab, I am @NextLab_be owner…

Apache Spark 3 Developing Apache Spark Applications Date of Publish: 2019-12-17 https:docshortonworkscom https:docshortonworkscom Contents Introduction 3 Using the Spark…

Slide 1 Using Apache Spark Pat McDonough - Databricks Slide 2 Apache Spark spark.incubator.apache.org github.com/apache/incubator- spark user@spark.incubator.apache.or g…

This project has received funding from the European Unions Horizon 2020 Research and Innovation programme under grant agreement No 809965 Distributed Big Data Library Apache…

1. Distributed Machine Learning 101 using Apache Spark from the Browser Scala days 2015, Amsterdam 2. ● what is Machine Learning? ◦ Variables, Variance and Bias ◦ Model…

Data at the Speed of your Users Apache Cassandra and Spark for simple, distributed, near real-time stream processing. GOTO Copenhagen 2014 Rustam Aliyev Solution Architect…