Main Memory Adaptive Denormalization
Summary: Adaptive main-memory denormalization replaces joins with scans over partial universal tables, enabling fast analytics without full denormalization. Dynamic, incremental denormalization preserves updates, loading, and storage while delivering fast queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zezhou Liu
- 2. Stratos Idreos
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,157 | The Data Calculator*: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models | 2018 | SIGMOD | 9.416022e-05 |
| 2,606 | Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn | 2019 | CIDR | 8.4645832e-05 |
| 5,308 | Key-Value Storage Engines | 2020 | SIGMOD | 5.576303e-05 |
| 6,456 | From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems | 2019 | SIGMOD | 5.0564619e-05 |
| 11,490 | Logical Schema Design that Quantifies Update Inefficiency and Join Efficiency | 2021 | SIGMOD | 4.1945683e-05 |
| 11,672 | Block as a Value for SQL over NoSQL | 2019 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 404 | Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited | 2014 | VLDB | 0.00024143076 |
| 4,752 | Normalization and Optimization of Schema Mappings | 2009 | VLDB | 5.9481448e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,809 | Adaptive Data Skipping in Main-Memory Systems | 2016 | SIGMOD | 4.9206606e-05 |
| 5,714 | MCJoin: A Memory-Constrained Join for Column-Store Main-Memory Databases. | 2012 | SIGMOD | 5.3578116e-05 |
| 6,374 | Optimization of Conjunctive Predicates for Main Memory Column Stores | 2016 | VLDB | 5.0927058e-05 |
| 5,293 | MQJoin: Efficient Shared Execution of Main-Memory Joins | 2016 | VLDB | 5.5815698e-05 |
| 540 | Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs | 2011 | SIGMOD | 0.0002063443 |
| 2,451 | Write-limited sorts and joins for persistent memory | 2014 | VLDB | 8.7856313e-05 |
| 1,619 | Adaptive Optimization of Very Large Join Queries | 2018 | SIGMOD | 0.00011111678 |
| 1,079 | What happens during a Join? Dissecting CPU and Memory Optimization Effects | 2000 | VLDB | 0.00014233415 |
| 2,275 | Adopting Worst-Case Optimal Joins in Relational Database Systems | 2020 | VLDB | 9.1262202e-05 |
| 1,804 | An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory | 2016 | SIGMOD | 0.00010501185 |