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Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores

Summary: Hybrid adaptive indexing for in-memory column-stores blends cracking and merging to achieve low init cost and rapid convergence. A family of hybrid algorithms is implemented, beating prior methods and nearing ideal per-query overhead and convergence. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10287
Venue
VLDB
Year
2011
Pagerank
8.9580928e-05
Overall Rank
2,363 | 83.57%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
514 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.0002124895
1,343 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012482538
1,552 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011408814
1,611 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011147324
1,807 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010487796
1,840 dbTouch: Analytics at your Fingertips 2013 CIDR 0.0001034905
1,855 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00010315245
2,147 RINSE: Interactive Data Series Exploration with ADS+ 2015 VLDB 9.4325176e-05
2,322 Instant Loading for Main Memory Databases 2013 VLDB 9.034874e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4645832e-05
2,865 Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations 2019 SIGMOD 7.9862595e-05
2,973 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7902322e-05
2,987 The Uncracked Pieces in Database Cracking 2014 VLDB 7.7787088e-05
3,891 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.659442e-05
4,506 Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores 2012 VLDB 6.1319277e-05
4,729 Workload Matters: Why RDF Databases Need a New Design 2014 VLDB 5.9675136e-05
4,755 Indexing for Interactive Exploration of Big Data Series 2014 SIGMOD 5.946863e-05
5,119 Design Tradeoffs of Data Access Methods 2016 SIGMOD 5.6807904e-05
5,376 Holistic Indexing in Main-memory Column-stores 2015 SIGMOD 5.5417421e-05
5,851 GraphOS: Towards Oblivious Graph Processing 2023 VLDB 5.300937e-05
6,201 Concurrency Control for Adaptive Indexing 2012 VLDB 5.1600319e-05
6,708 Just-In-Time Data Structures 2015 CIDR 4.953106e-05
6,777 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 4.9288776e-05
7,001 Progressive Indexes: Indexing for Interactive Data Analysis 2019 VLDB 4.8671553e-05
8,297 Adaptive Indexing over Encrypted Numeric Data 2016 SIGMOD 4.5435639e-05
8,774 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 4.4559995e-05
8,886 Provenance-based Data Skipping 2022 VLDB 4.4279829e-05
9,052 RawVis: A System for Efficient In-situ Visual Analytics 2021 SIGMOD 4.4039656e-05
9,283 Adaptive Indexing in High-Dimensional Metric Spaces 2023 VLDB 4.3631652e-05
9,767 Adaptive Indexing of Objects with Spatial Extent 2023 VLDB 4.2856106e-05
9,905 Progressive Partitioning for Parallelized Query Execution in Google's Napa 2023 VLDB 4.258022e-05
10,291 Morphing-based Compression for Data-centric ML Pipelines 2026 VLDB 4.1945683e-05
10,748 Benchmarking Adaptive Multidimensional Indices 2025 VLDB 4.1945683e-05
10,774 Automatic Indexing in Oracle 2025 VLDB 4.1945683e-05
11,784 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1945683e-05
12,071 Mosquito: Another One Bites the Data Upload STream 2013 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
408 Database Cracking 2007 CIDR 0.00023953844
2,229 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2350274e-05
3,896 Updating a Cracked Database 2007 SIGMOD 6.6575888e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
10,748 Benchmarking Adaptive Multidimensional Indices 2025 VLDB 4.1945683e-05
2,987 The Uncracked Pieces in Database Cracking 2014 VLDB 7.7787088e-05
408 Database Cracking 2007 CIDR 0.00023953844
4,108 Cracking the Database Store 2005 CIDR 6.4440088e-05
1,312 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012652548
6,201 Concurrency Control for Adaptive Indexing 2012 VLDB 5.1600319e-05
6,708 Just-In-Time Data Structures 2015 CIDR 4.953106e-05
8,655 Adaptive Hybrid Indexes 2022 SIGMOD 4.4739554e-05
5,376 Holistic Indexing in Main-memory Column-stores 2015 SIGMOD 5.5417421e-05
4,506 Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores 2012 VLDB 6.1319277e-05