Kaizen: A Semi-Automatic Index Advisor
Summary: Kaizen delivers semi-automatic index tuning, analyzing workloads online to provide tailored recommendations beyond offline or automated tools. Admin feedback refines future suggestions, creating an interactive loop that adapts to changing workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ivo Jimenez (University of California Santa Cruz)
- 2. Huascar Sanchez (University of California Santa Cruz)
- 3. Quoc Trung Tran (University of California Santa Cruz)
- 4. Neoklis Polyzotis (University of California Santa Cruz)
BibTeX Citation
@inproceedings{jimenez_sigmod12,
title = {{Kaizen: A Semi-Automatic Index Advisor}},
author = {Jimenez, Ivo and Sanchez, Huascar and Tran, Quoc Trung and Polyzotis, Neoklis},
series = {{SIGMOD} '12},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2213836.2213932},
url = {https://dl.acm.org/doi/10.1145/2213836.2213932},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,106 | AirIndex: Versatile Index Tuning Through Data and Storage | 2023 | SIGMOD | 5.3226167e-05 |
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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 |
|---|---|---|---|---|
| 184 | DB2 Design Advisor: Integrated Automatic Physical Database Design | 2004 | VLDB | 0.00026256101 |
| 501 | Database Tuning Advisor for Microsoft SQL Server 2005 | 2004 | VLDB | 0.0001738508 |
| 524 | Automatic SQL Tuning in Oracle 10g | 2004 | VLDB | 0.00017120666 |
| 2,722 | Automatic Physical Design Tuning: Workload as a Sequence | 2006 | SIGMOD | 8.206711e-05 |
| 2,811 | Constrained Physical Design Tuning | 2008 | VLDB | 8.0982817e-05 |
| 4,039 | Semi-Automatic Index Tuning: Keeping DBAs in the Loop | 2012 | VLDB | 6.9424878e-05 |
| 4,550 | Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications | 2009 | VLDB | 6.635765e-05 |
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| 1 | 854 | Index Selection in a Self-Adaptive Data Base Management System | 1976 | SIGMOD |
| 2 | 7,346 | An Automated, Yet Interactive and Portable DB Designer | 2010 | SIGMOD |
| 3 | 12,566 | An XML Index Advisor for DB2 | 2008 | SIGMOD |
| 4 | 387 | AutoAdmin "What-if" Index Analysis Utility | 1998 | SIGMOD |
| 5 | 4,550 | Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications | 2009 | VLDB |
| 6 | 6,327 | Breaking It Down: An In-depth Study of Index Advisors | 2024 | VLDB |
| 7 | 1,870 | Microsoft Index Tuning Wizard for SQL Server 7.0 | 1998 | SIGMOD |
| 8 | 11,306 | Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches | 2024 | VLDB |
| 9 | 5,359 | QUIET: Continuous Query-driven Index Tuning | 2003 | VLDB |
| 10 | 4,039 | Semi-Automatic Index Tuning: Keeping DBAs in the Loop | 2012 | VLDB |