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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
- 300
- Venue
- CIDR
- Year
- 2017
- Pagerank
- 6.5588011e-05
- Overall Rank
- 3,983 | 72.32%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 14 of 14 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,097 |
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries |
2018 |
VLDB |
9.5439744e-05 |
| 2,922 |
RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark |
2019 |
SIGMOD |
7.897179e-05 |
| 2,955 |
Magpie: Python at Speed and Scale using Cloud Backends |
2021 |
CIDR |
7.8188583e-05 |
| 3,270 |
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - |
2018 |
VLDB |
7.3013196e-05 |
| 3,348 |
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads |
2017 |
VLDB |
7.1897861e-05 |
| 3,953 |
A Comparative Evaluation of Systems for Scalable Linear Algebra-based Analytics |
2018 |
VLDB |
6.5896733e-05 |
| 4,641 |
Algorithmic Aspects of Parallel Query Processing |
2018 |
SIGMOD |
6.0215749e-05 |
| 4,925 |
Shared Arrangements: practical inter-query sharing for streaming dataflows |
2020 |
VLDB |
5.818597e-05 |
| 7,994 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
4.607322e-05 |
| 9,607 |
Polyglot Data Management: State of the Art & Open Challenges |
2022 |
VLDB |
4.3136057e-05 |
| 9,608 |
Unified Data Analytics: State-of-the-art and Open Problems |
2022 |
VLDB |
4.3136057e-05 |
| 9,916 |
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes |
2023 |
VLDB |
4.2520778e-05 |
| 10,599 |
Accio: Bolt-on Query Federation |
2025 |
VLDB |
4.1905499e-05 |
| 10,815 |
DortDB: Bridging Query Languages for Multi-Model Data Ponds |
2025 |
VLDB |
4.1905499e-05 |
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 |
| 39 |
Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud |
2012 |
VLDB |
0.00075263552 |
| 158 |
HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads |
2009 |
VLDB |
0.00040401371 |
| 167 |
The Snowflake Elastic Data Warehouse |
2016 |
SIGMOD |
0.00039408116 |
| 319 |
Overview of SciDB: Large Scale Array Storage, Processing and Analysis |
2010 |
SIGMOD |
0.00027771951 |
| 476 |
Impala: A Modern, Open-Source SQL Engine for Hadoop |
2015 |
CIDR |
0.00022216002 |
| 1,025 |
Query Steering for Interactive Data Exploration |
2013 |
CIDR |
0.00014600179 |
| 1,411 |
Communication Steps for Parallel Query Processing |
2013 |
PODS |
0.00012118832 |
| 1,437 |
AsterixDB: A Scalable, Open Source BDMS |
2014 |
VLDB |
0.00011973401 |
| 1,938 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
2015 |
SIGMOD |
0.00010025547 |
| 2,236 |
PerfEnforce Demonstration: Data Analytics with Performance Guarantees |
2016 |
SIGMOD |
9.2198891e-05 |
| 3,348 |
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads |
2017 |
VLDB |
7.1897861e-05 |
| 3,371 |
Demonstration of the Myria Big Data Management Service |
2014 |
SIGMOD |
7.1634294e-05 |
| 3,811 |
Changing the Face of Database Cloud Services with Personalized Service Level Agreements |
2015 |
CIDR |
6.7372095e-05 |
| 4,694 |
Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines |
2015 |
VLDB |
5.985448e-05 |
| 8,023 |
FORWARD: Data-Centric UIs using Declarative Templates that Efficiently Wrap Third-Party JavaScript Components |
2014 |
VLDB |
4.5994146e-05 |
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