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
- 2. Volker Markl
- 3. Tomas Karnagel
- 4. Matthias Hille
- 5. Mario Ludwig
- 6. Dirk Habich
- 7. Wolfgang Lehner
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,305 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 7.2460965e-05 |
| 3,762 | SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures | 2016 | SIGMOD | 6.7804471e-05 |
| 5,578 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 5.4252837e-05 |
| 5,814 | Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration | 2016 | SIGMOD | 5.3167137e-05 |
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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 |
|---|---|---|---|---|
| 1,287 | Hardware-Oblivious Parallelism for In-Memory Column-Stores | 2013 | VLDB | 0.00012820443 |
| 2,272 | Streams on Wires — A Query Compiler for FPGAs | 2009 | VLDB | 9.1334837e-05 |
| 2,519 | Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture | 2013 | VLDB | 8.6078505e-05 |
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| 8,861 | A Model for Query Execution Over Heterogeneous Instances | 2024 | CIDR | 4.4331977e-05 |
| 2,445 | OLTP on Hardware Islands | 2012 | VLDB | 8.8057827e-05 |
| 4,770 | The Case For Heterogeneous HTAP | 2017 | CIDR | 5.9338845e-05 |
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| 3,305 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 7.2460965e-05 |
| 5,578 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 5.4252837e-05 |
| 4,999 | Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources | 2017 | VLDB | 5.7752801e-05 |