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 |
|---|---|---|---|---|
| 3,307 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 7.2391191e-05 |
| 3,771 | SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures | 2016 | SIGMOD | 6.7738535e-05 |
| 5,584 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 5.4201842e-05 |
| 5,826 | Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration | 2016 | SIGMOD | 5.3116062e-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 |
|---|---|---|---|---|
| 1,285 | Hardware-Oblivious Parallelism for In-Memory Column-Stores | 2013 | VLDB | 0.00012809552 |
| 2,279 | Streams on Wires — A Query Compiler for FPGAs | 2009 | VLDB | 9.1249844e-05 |
| 2,523 | Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture | 2013 | VLDB | 8.599693e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,239 | hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems | 2012 | VLDB | 4.7870862e-05 |
| 4,609 | Deployment of Query Plans on Multicores | 2015 | VLDB | 6.0458679e-05 |
| 3,698 | Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS | 2013 | VLDB | 6.8278944e-05 |
| 8,861 | A Model for Query Execution Over Heterogeneous Instances | 2024 | CIDR | 4.4289485e-05 |
| 2,437 | OLTP on Hardware Islands | 2012 | VLDB | 8.8206221e-05 |
| 4,774 | The Case For Heterogeneous HTAP | 2017 | CIDR | 5.9279395e-05 |
| 4,359 | Hardware-conscious Query Processing in GPU-accelerated Analytical Engines | 2019 | CIDR | 6.2493951e-05 |
| 3,307 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 7.2391191e-05 |
| 5,584 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 5.4201842e-05 |
| 4,996 | Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources | 2017 | VLDB | 5.7697228e-05 |