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Generating Application-Specific Data Layouts for In-memory Databases
Summary: Generates app-specific in-memory layouts for Rails-style OO apps. CHESTNUT uses query analysis and an enumeration/verification-based plan generator under a memory budget, outperforming rule-based optimizers with 3.6x speedups across four Rails apps.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11843
- Venue
- VLDB
- Year
- 2019
- Pagerank
- 4.2774401e-05
- Overall Rank
- 9,819 | 31.70%
- DOI
-
10.14778/3342263.3342630
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 122 |
Calvin: Fast Distributed Transactions for Partitioned Database Systems |
2012 |
SIGMOD |
0.00045316749 |
| 158 |
Automated Selection of Materialized Views and Indexes for SQL Databases |
2000 |
VLDB |
0.00040071492 |
| 204 |
Learned Cardinalities: Estimating Correlated Joins with Deep Learning |
2019 |
CIDR |
0.00034784455 |
| 237 |
An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server |
1997 |
VLDB |
0.00031726304 |
| 286 |
Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design |
2004 |
SIGMOD |
0.00028990057 |
| 596 |
HYRISE—A Main Memory Hybrid Storage Engine |
2011 |
VLDB |
0.00019481482 |
| 1,017 |
Automatic Physical Database Tuning: A Relaxation-based Approach |
2005 |
SIGMOD |
0.00014634307 |
| 1,057 |
Cosette: An Automated Prover for SQL |
2017 |
CIDR |
0.0001439886 |
| 1,466 |
Experiences Building the Open OODB Query Optimizer |
1993 |
SIGMOD |
0.00011857675 |
| 1,807 |
H2O: A Hands-free Adaptive Store |
2014 |
SIGMOD |
0.00010487796 |
| 1,922 |
Selecting Subexpressions to Materialize at Datacenter Scale |
2018 |
VLDB |
0.00010082599 |
| 2,412 |
WideTable: An Accelerator for Analytical Data Processing |
2014 |
VLDB |
8.8726508e-05 |
| 2,470 |
CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads |
2011 |
VLDB |
8.7333019e-05 |
| 2,513 |
Leveraging Lock Contention to Improve OLTP Application Performance |
2016 |
VLDB |
8.6178149e-05 |
| 2,606 |
Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn |
2019 |
CIDR |
8.4645832e-05 |
| 2,867 |
StatusQuo: Making Familiar Abstractions Perform Using Program Analysis |
2013 |
CIDR |
7.9831651e-05 |
| 3,072 |
Constrained Physical Design Tuning |
2008 |
VLDB |
7.6114086e-05 |
| 3,658 |
Towards a Hands-Free Query Optimizer through Deep Learning |
2019 |
CIDR |
6.8704209e-05 |
| 3,867 |
CORADD: Correlation Aware Database Designer for Materialized Views and Indexes |
2010 |
VLDB |
6.683173e-05 |
| 5,301 |
ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data |
2018 |
VLDB |
5.5790928e-05 |
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Pagerank |
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VLDB |
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| 7,445 |
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SIGMOD |
4.7278675e-05 |
| 1,700 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
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| 9,957 |
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VLDB |
4.2373024e-05 |
| 4,108 |
Cracking the Database Store |
2005 |
CIDR |
6.4440088e-05 |
| 2,468 |
Supporting Flat Relations by a Nested Relational Kernel |
1987 |
VLDB |
8.7416405e-05 |
| 8,626 |
Adaptive Code Generation for Data-Intensive Analytics |
2021 |
VLDB |
4.4829152e-05 |
| 3,284 |
Configuration-Parametric Query Optimization for Physical Design Tuning |
2008 |
SIGMOD |
7.2790444e-05 |
| 9,410 |
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications |
2023 |
VLDB |
4.3441378e-05 |
| 11,587 |
Demonstration of Chestnut: An In-memory Data Layout Designer for Database Applications |
2020 |
SIGMOD |
4.1945683e-05 |