Processing Analytical Queries over Encrypted Data
Summary: MONOMI executes complex analytical queries over fully encrypted databases using split client/server processing on an untrusted server. Workload-aware design and runtime planning, combined with homomorphic aggregation and prefiltering, achieve near-plaintext performance. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Stephen Tu (Massachusetts Institute of Technology)
- 2. M. Frans Kaashoek (Massachusetts Institute of Technology)
- 3. Samuel Madden (Massachusetts Institute of Technology)
- 4. Nikolai Zeldovich (Massachusetts Institute of Technology)
BibTeX Citation
@article{tu_vldb13,
title = {{Processing Analytical Queries over Encrypted Data}},
author = {Tu, Stephen and Kaashoek, M. Frans and Madden, Samuel and Zeldovich, Nikolai},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {5},
pages = {289--300},
doi = {10.14778/2535574.2535575},
url = {https://doi.org/10.14778/2535574.2535575},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 36 of 36 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 87 | Automated Selection of Materialized Views and Indexes for SQL Databases | 2000 | VLDB | 0.00035281619 |
| 114 | Executing SQL over Encrypted Data in the Database-Service-Provider Model | 2002 | SIGMOD | 0.00032363776 |
| 345 | Column-Stores vs. Row-Stores: How Different Are They Really? | 2008 | SIGMOD | 0.00020656723 |
| 526 | TrustedDB: A Trusted Hardware based Database with Privacy and Data Confidentiality | 2011 | SIGMOD | 0.00017112934 |
| 741 | Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms | 2011 | SIGMOD | 0.00014442062 |
| 876 | Orthogonal Security With Cipherbase | 2013 | CIDR | 0.00013467554 |
| 2,292 | Answering Aggregation Queries in a Secure System Model | 2007 | VLDB | 8.7961091e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 10,803 | SPECIAL: SynoPsis AssistEd Secure CollaboratIve AnaLytics | 2025 | VLDB |
| 2 | 2,292 | Answering Aggregation Queries in a Secure System Model | 2007 | VLDB |
| 3 | 14 | MonetDB/X100: Hyper-Pipelining Query Execution | 2005 | CIDR |
| 4 | 10,905 | Alchemy: A Query Optimization Framework for Oblivious SQL | 2025 | VLDB |
| 5 | 4,192 | Querying Encrypted Data | 2014 | SIGMOD |
| 6 | 9,770 | PoneglyphDB: Efficient Non-interactive Zero-Knowledge Proofs for Arbitrary SQL-Query Verification | 2025 | SIGMOD |
| 7 | 8,670 | Encrypted Databases: From Theory to Systems | 2021 | CIDR |
| 8 | 5,629 | SDB: A Secure Query Processing System with Data Interoperability | 2015 | VLDB |
| 9 | 3,131 | HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database | 2023 | VLDB |
| 10 | 8,534 | ENKI: Access Control for Encrypted Query Processing | 2015 | SIGMOD |