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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…
This paper is included in the Proceedings of the 2017 USENIX Annual Technical Conference USENIX ATC ’17. July 12–14, 2017 • Santa Clara, CA, USA ISBN 978-1-931971-38-6…
© 2018 SPLUNK INC © 2018 SPLUNK INC CONFIDENTIAL INFORMATION DO NOT DISTRIBUTE © 2018 SPLUNK INC Using Spark and MLlib for Large Scale Machine Learning With Splunk Machine…
1.Sparse data support in MLlib Xiangrui Meng 2. Spark MLlib MLlib is an Apache Spark component focusing on machine learning: • initial contribution from AMPLab, UC Berkeley…
About Me • Postdoc in AMPLab • Led initial development of MLlib • Technical Advisor for Databricks • Assistant Professor at UCLA • Research interests…
Machine Learning with MLlib and scikit-learn Christopher Homa Goal Compare performance of sk-learn and MLlib machine learning libraries on datasets of varying size Analyze…
Success Story Digital Services wwwindiumsoftwarecom Real-time collaborative Fraud Analytic solution to combat Identity Theft Business Predictive Analytics Product Development…
Collaborative Filtering as a Case-Study for Model Parallelism on Bulk Synchronous Systems Ariyam Das University of California Los Angeles ariyam@csuclaedu Ishan Upadhyaya…
June 01, 2016 Large-Scale Matrix Factorization: DSGD in Spark Collaborative Filtering CF • Most prominent approach to generate recommendations • Idea: Use “wisdom…
Curriculum Vitae Sandro Fiore, Ph.D. Sandro Fiore, Ph.D. Data Scientist Senior Data Scientist and Director of the Advanced Scientific Computing Division at the Euro-Mediterranean…
Machine learning with Spark Giorgio Pedrazzi School of Scientific Data Analytics and Visualisation Bologna 21062016 Agenda • An introduction to Spark • Examples with…
Research Article Analysis of Plant Breeding on Hadoop and Spark Shuangxi Chen1 Chunming Wu2 and Yongmao Yu2 1 Jiaxing Vocational Technical College No 547 Tongxiang Road Jiaxing…
A Hybrid Approach to Privacy-Preserving Federated Learning Stacey Truex [email protected] Georgia Institute of Technology Atlanta, Georgia Nathalie Baracaldo [email protected]…
Masterarbeit am Institut für Informatik der Freien Universität Berlin Arbeitsgruppe Intelligente Systeme und Robotik In Zusammenarbeit mit der Arbeitsgruppe Maschinelles…
1. Practical Machine Learning Pipelines with MLlib Joseph K. Bradley March 18, 2015 Spark Summit East 2015 2. About Spark MLlib Started in UC Berkeley AMPLab • Shipped…
Learning Graphical Models from a Distributed Stream Yu Zhang #1 Srikanta Tirthapura #2 Graham Cormode ∗ # Electrical and Computer Engineering Department Iowa State University…
Powered by Tech Mahindra w w w . u p x a c a d e m y . c o m 1 8 0 0 - 1 2 3 - 1 2 6 0 MAKE IT BIG WITH BIG DATA ANALYTICS UpX Academy is an ed-tech platform providing advanced…
© Stratio 2015. Confidential, All Rights Reserved. STRATIO BIG DATA SCIENCE PLATFORM © Stratio 2015. Confidential, All Rights Reserved. Library Single- Machine Distributed…
June 01 2016 Large-Scale Matrix Factorization: DSGD in Spark Collaborative Filtering CF • Most prominent approach to generate recommendations • Idea: Use “wisdom…