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The Myria Big Data Management and Analytics System and Cloud Service

Picture of Jingjing Wang
Jingjing Wang
Picture of Tobin Baker
Tobin Baker
Picture of Magdalena Balazinska
Magdalena Balazinska
Picture of Daniel Halperin
Daniel Halperin
Picture of Brandon Haynes
Brandon Haynes
Picture of Bill Howe
Bill Howe
Picture of Dylan Hutchison
Dylan Hutchison
Picture of Shrainik Jain
Shrainik Jain
Picture of Ryan Maas
Ryan Maas
Picture of Parmita Mehta
Parmita Mehta
Picture of Dominik Moritz
Dominik Moritz
Picture of Brandon Myers
Brandon Myers
Picture of Jennifer Ortiz
Jennifer Ortiz
Picture of Dan Suciu
Dan Suciu
Picture of Andrew Whitaker
Andrew Whitaker
Picture of Shengliang Xu
Shengliang Xu
Published at CIDR | Chaminade, CA, USA 2017
Teaser image

Myria is a distributed DB for data science.

Abstract

In this paper, we present an overview of the Myria stack for big data management and analytics that we developed in the database group at the University of Washington and that we have been operating as a cloud service aimed at domain scientists around the UW campus. We highlight Myria's key design choices and innovations and report on our experience with using Myria for various data science use-cases.

Materials