Query Co-Processing on Commodity Processors
Summary: Tutorial surveys query processing across CPUs, GPUs, NPUs, and Cell processors, emphasizing microarchitecture, memory hierarchies, and bandwidth. It identifies opportunities for heterogeneous co-processing and architecture-aware database algorithms beyond general-purpose CPUs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Anastassia Ailamaki (Carnegie Mellon University)
- 2. Naga K. Govindaraju (University of North Carolina)
- 3. Stavros Harizopoulos (Massachusetts Institute of Technology)
- 4. Dinesh Manocha (University of North Carolina)
BibTeX Citation
@article{ailamaki_vldb06,
title = {{Query Co-Processing on Commodity Processors}},
author = {Ailamaki, Anastassia and Govindaraju, Naga K. and Harizopoulos, Stavros and Manocha, Dinesh},
journal = {PVLDB},
series = {{VLDB} '06},
pages = {1267--1268},
year = {2006}
}
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 631 | Relational Joins on Graphics Processors | 2008 | SIGMOD | 0.00015591241 |
| 632 | Adaptive Aggregation on Chip Multiprocessors | 2007 | VLDB | 0.00015575286 |
| 4,478 | OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures | 2013 | VLDB | 6.6789258e-05 |
| 7,113 | GPUQP: Query Co-Processing Using Graphics Processors | 2007 | SIGMOD | 5.6985502e-05 |
| 7,792 | Cache-Oblivious Query Processing | 2007 | CIDR | 5.5431413e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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|---|---|---|---|---|
| 1 | 2,870 | Database Architectures for New Hardware | 2004 | VLDB |
| 2 | 823 | The Yin and Yang of Processing Data Warehousing Queries on GPU Devices | 2013 | VLDB |
| 3 | 3,471 | In-Cache Query Co-Processing on Coupled CPU-GPU Architectures | 2015 | VLDB |
| 4 | 2,504 | Concurrent Analytical Query Processing with GPUs | 2014 | VLDB |
| 5 | 3,178 | Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS | 2013 | VLDB |
| 6 | 1,452 | Fast Computation of Database Operations using Graphics Processors | 2004 | SIGMOD |
| 7 | 7,113 | GPUQP: Query Co-Processing Using Graphics Processors | 2007 | SIGMOD |
| 8 | 1,574 | Pipelined Query Processing in Coprocessor Environments | 2018 | SIGMOD |
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