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The Myria Big Data Management and Analytics System and Cloud Service

Summary: End-to-end big-data management and analytics stack and cloud service (Myria) from UW, integrating a scalable parallel engine with domain-scientist-oriented usability and operational tooling. Paper presents Myria's core design choices, innovations, and deployment lessons across real data-science workloads. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h3fc826cb0a296180
Venue
CIDR
Year
2017
Pagerank
7.0954736e-05
Overall Rank
3,687 | 75.23%
DOI
-
PDF
Download (CC BY 3.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_cidr17,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '17},
        title = {{The Myria Big Data Management and Analytics System and Cloud Service}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Wang, Jingjing and Baker, Tobin and Balazinska, Magdalena and Halperin, Daniel and Haynes, Brandon and Howe, Bill and Hutchison, Dylan and Jain, Shrainik and Maas, Ryan and Mehta, Parmita and Moritz, Dominik and Myers, Brandon and Ortiz, Jennifer and Suciu, Dan and Whitaker, Andrew and Xu, Shengliang},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
22 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.00055938421
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041210636
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031099083
248 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023179865
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020942751
921 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00013064043
1,233 Communication Steps for Parallel Query Processing 2013 PODS 0.00011404978
1,292 From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System 2015 SIGMOD 0.00011147959
1,538 Query Steering for Interactive Data Exploration 2013 CIDR 0.00010314313
2,269 PerfEnforce Demonstration: Data Analytics with Performance Guarantees 2016 SIGMOD 8.7167843e-05
2,796 Demonstration of the Myria Big Data Management Service 2014 SIGMOD 7.9934519e-05
3,693 Changing the Face of Database Cloud Services with Personalized Service Level Agreements 2015 CIDR 7.0902598e-05
4,153 Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines 2015 VLDB 6.7730626e-05
4,309 Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads 2017 VLDB 6.6703601e-05
8,482 FORWARD: Data-Centric UIs using Declarative Templates that Efficiently Wrap Third-Party JavaScript Components 2014 VLDB 5.331765e-05
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