Dremel: A Decade of Interactive SQL Analysis at Web Scale
Summary: A decade-long retrospective on Dremel’s pioneering architecture for interactive SQL over web-scale, semistructured data: disaggregated compute/storage, in-situ processing, and columnar layouts. Traces their evolution into the foundation of BigQuery and cloud analytics. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sergey Melnik (Google)
- 2. Andrey Gubarev (Google)
- 3. Jing Jing Long (Google)
- 4. Geoffrey Romer (Google)
- 5. Shiva Shivakumar (Google)
- 6. Matt Tolton (Google)
- 7. Theo Vassilakis (Google)
- 8. Hossein Ahmadi (Google)
- 9. Dan Delorey (Google)
- 10. Slava Min (Google)
- 11. Mosha Pasumansky (Google)
- 12. Jeff Shute (Google)
BibTeX Citation
@article{melnik_vldb20,
title = {{Dremel: A Decade of Interactive SQL Analysis at Web Scale}},
author = {Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo and Ahmadi, Hossein and Delorey, Dan and Min, Slava and Pasumansky, Mosha and Shute, Jeff},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {12},
pages = {3461--3472},
doi = {10.14778/3415478.3415568},
url = {https://doi.org/10.14778/3415478.3415568},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 37 of 37 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 19 of 19 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,120 | Big Metadata: When Metadata is Big Data | 2021 | VLDB |
| 2 | 10,121 | End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure | 2026 | CIDR |
| 3 | 11,815 | Demonstration of ScroogeDB: Getting More Bang For the Buck with Deterministic Approximation in the Cloud | 2020 | VLDB |
| 4 | 8,072 | Operational Analytics Data Management Systems | 2016 | VLDB |
| 5 | 1,242 | Druid: A Real-time Analytical Data Store | 2014 | SIGMOD |
| 6 | 8,202 | Cubrick: Indexing Millions of Records per Second for Interactive Analytics | 2016 | VLDB |
| 7 | 8,682 | Columnar Formats for Schemaless LSM-based Document Stores | 2022 | VLDB |
| 8 | 3,460 | DIAMetrics: Benchmarking Query Engines at Scale | 2020 | VLDB |
| 9 | 7,405 | Storing and Querying Tree-Structured Records in Dremel | 2014 | VLDB |
| 10 | 51 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB |