SEMROD: Secure and Efficient MapReduce Over Hybrid Clouds
Summary: Sensitive-data-aware MapReduce on hybrid clouds enables public machines to contribute compute without exposing private data. Tracks sensitive intermediate keys to drive dynamic scheduling, preventing leakage; scales from single to multi-phase MR (e.g., Hive) with strong gains even at 50% sensitive data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,975 | Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework | 2023 | VLDB | 4.8721326e-05 |
| 9,673 | Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data | 2022 | VLDB | 4.3014213e-05 |
| 11,857 | The Challenges of Global-scale Data Management | 2016 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 83 | Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis | 2009 | SIGMOD | 0.00053910987 |
| 119 | Executing SQL over Encrypted Data in the Database-Service-Provider Model | 2002 | SIGMOD | 0.00045724707 |
| 664 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.0001846313 |
| 2,116 | Two Can Keep a Secret: A Distributed Architecture for Secure Database Services | 2005 | CIDR | 9.5135165e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,287 | Secure Query Processing with Data Interoperability in a Cloud Database Environment | 2014 | SIGMOD | 5.5805942e-05 |
| 11,187 | Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching | 2023 | SIGMOD | 4.1905499e-05 |
| 1,451 | Online Aggregation for Large MapReduce Jobs | 2011 | VLDB | 0.00011925842 |
| 12,409 | Ad-Hoc Data Processing in the Cloud | 2008 | VLDB | 4.1905499e-05 |
| 442 | Efficient Parallel Set-Similarity Joins Using MapReduce | 2010 | SIGMOD | 0.00023095823 |
| 9,332 | SODA: A Set of Fast Oblivious Algorithms in Distributed Secure Data Analytics | 2023 | VLDB | 4.351469e-05 |
| 5,592 | Efficient Confidentiality-Preserving Data Analytics over Symmetrically Encrypted Datasets | 2020 | VLDB | 5.4180573e-05 |
| 1,615 | The Performance of MapReduce: An In-depth Study | 2010 | VLDB | 0.00011137225 |
| 5,904 | SDB: A Secure Query Processing System with Data Interoperability | 2015 | VLDB | 5.2749823e-05 |
| 4,130 | Exploiting MapReduce-based Similarity Joins | 2012 | SIGMOD | 6.4205218e-05 |