BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization
Summary: BIPie: fast selection and aggregation on encoded data via operator specialization, fusing decoding, filtering, and GROUP BY on MemSQL. Leverages SIMD and modern CPUs; 2–4× speedups vs TPC-H Q1, highlights decode/select/aggregate interdependence. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michal Nowakiewicz
- 2. Eric Boutin
- 3. Eric Hanson
- 4. Robert Walzer
- 5. Akash Katipally
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,680 | SingleStore-V: An Integrated Vector Database System in SingleStore | 2024 | VLDB | 6.8496415e-05 |
| 5,678 | Cloud-Native Transactions and Analytics in SingleStore | 2022 | SIGMOD | 5.3746593e-05 |
| 6,221 | Charting the Design Space of Query Execution using VOILA | 2021 | VLDB | 5.1512158e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 35 | MonetDB/X100: Hyper-Pipelining Query Execution | 2005 | CIDR | 0.00076197749 |
| 60 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.00064439773 |
| 241 | DB2 with BLU Acceleration: So Much More than Just a Column Store | 2013 | VLDB | 0.00031420034 |
| 343 | Implementing Database Operations Using SIMD Instructions | 2002 | SIGMOD | 0.00026768139 |
| 958 | Rethinking SIMD Vectorization for In-Memory Databases | 2015 | SIGMOD | 0.00015045316 |
| 1,263 | Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation | 2016 | SIGMOD | 0.00012982857 |
| 2,014 | Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware | 2016 | VLDB | 9.7904029e-05 |
| 2,312 | Real-Time Analytical Processing with SQL Server | 2015 | VLDB | 9.0530853e-05 |
| 3,154 | The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database | 2016 | VLDB | 7.4686089e-05 |
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