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Micro Adaptivity in Vectorwise
Summary: Micro Adaptivity keeps multiple primitive flavors and uses an epsilon-greedy learner to select a flavor, addressing performance diversity. Implemented in Vectorwise; micro-benchmarks and a TPC-H evaluation show robust, improved performance with less tuning.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 4701
- Venue
- SIGMOD
- Year
- 2013
- Pagerank
- 6.6638918e-05
- Overall Rank
- 3,881 | 73.03%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 20 of 20 citing papers.
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Citing Paper |
Year |
Venue |
Pagerank |
| 848 |
Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask |
2018 |
VLDB |
0.00015933538 |
| 1,260 |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation |
2016 |
SIGMOD |
0.00012990853 |
| 1,875 |
An Architecture for Compiling UDF-centric Workflows |
2015 |
VLDB |
0.00010243959 |
| 2,472 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
8.7156826e-05 |
| 2,706 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
8.2655235e-05 |
| 2,777 |
Quickstep: A Data Platform Based on the Scaling-Up Approach |
2018 |
VLDB |
8.1346418e-05 |
| 3,260 |
Query Processing on Tensor Computation Runtimes |
2022 |
VLDB |
7.3091312e-05 |
| 5,540 |
Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling |
2021 |
VLDB |
5.450319e-05 |
| 6,523 |
The 3D Hash Join: Building On Non-Unique Join Attributes |
2022 |
CIDR |
5.0228804e-05 |
| 6,525 |
Database Technology for the Masses: Sub-Operators as First-Class Entities |
2021 |
VLDB |
5.0223854e-05 |
| 6,649 |
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation |
2020 |
SIGMOD |
4.9724735e-05 |
| 7,462 |
Non-Invasive Progressive Optimization for In-Memory Databases |
2016 |
VLDB |
4.7189301e-05 |
| 7,491 |
Krypton: Real-time Serving and Analytical SQL Engine at ByteDance |
2023 |
VLDB |
4.7135369e-05 |
| 8,477 |
Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA |
2023 |
VLDB |
4.4971772e-05 |
| 8,623 |
Adaptive Code Generation for Data-Intensive Analytics |
2021 |
VLDB |
4.4786182e-05 |
| 9,191 |
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance |
2024 |
VLDB |
4.3738237e-05 |
| 9,939 |
Out-of-order Execution of Database Queries |
2020 |
VLDB |
4.2416883e-05 |
| 10,384 |
Data Chunk Compaction in Vectorized Execution |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,792 |
Freely Moving Between the OLTP and OLAP Worlds: Hermes – an High-Performance OLAP Accelerator for MySQL |
2025 |
VLDB |
4.1905499e-05 |
| 10,992 |
High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance |
2024 |
SIGMOD |
4.1905499e-05 |
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.
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