Demonstrating Efficient Query Processing in Heterogeneous Environments
Summary: Demonstrates heterogeneity-aware operator placement (HOP) in a hardware-oblivious DB core to exploit diverse accelerators. Emphasizes placement-integration across operators to enable efficient query processing in highly heterogeneous environments, presenting a complete system demonstration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Max Heimel (Technical University of Berlin)
- 2. Volker Markl (Technical University of Berlin)
- 3. Tomas Karnagel (Technical University of Dresden)
- 4. Matthias Hille (Technical University of Dresden)
- 5. Mario Ludwig (Technical University of Dresden)
- 6. Dirk Habich (Technical University of Dresden)
- 7. Wolfgang Lehner (Technical University of Dresden)
BibTeX Citation
@inproceedings{heimel_sigmod14,
title = {{Demonstrating Efficient Query Processing in Heterogeneous Environments}},
author = {Heimel, Max and Markl, Volker and Karnagel, Tomas and Hille, Matthias and Ludwig, Mario and Habich, Dirk and Lehner, Wolfgang},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2594526},
url = {https://dl.acm.org/doi/10.1145/2588555.2594526},
year = {2014}
}
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,601 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 8.2325291e-05 |
| 3,108 | SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures | 2016 | SIGMOD | 7.6392673e-05 |
| 5,135 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 6.2568126e-05 |
| 5,400 | Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration | 2016 | SIGMOD | 6.1468677e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 857 | Hardware-Oblivious Parallelism for In-Memory Column-Stores | 2013 | VLDB | 0.00013422539 |
| 2,124 | Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture | 2013 | VLDB | 9.0041425e-05 |
| 2,220 | Streams on Wires — A Query Compiler for FPGAs | 2009 | VLDB | 8.8116311e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 110 | DBMSs On A Modern Processor: Where Does Time Go? | 1999 | VLDB |
| 2 | 4,012 | Deployment of Query Plans on Multicores | 2015 | VLDB |
| 3 | 3,202 | Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS | 2013 | VLDB |
| 4 | 9,053 | A Model for Query Execution Over Heterogeneous Instances | 2024 | CIDR |
| 5 | 1,973 | OLTP on Hardware Islands | 2012 | VLDB |
| 6 | 3,934 | The Case For Heterogeneous HTAP | 2017 | CIDR |
| 7 | 3,775 | Hardware-conscious Query Processing in GPU-accelerated Analytical Engines | 2019 | CIDR |
| 8 | 2,601 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD |
| 9 | 5,135 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB |
| 10 | 4,200 | Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources | 2017 | VLDB |