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The Case For Heterogeneous HTAP
Summary: Proposes H2TAP: an HTAP engine for emerging non-cache-coherent, heterogeneous servers that keeps data in shared memory, pairs workloads to ideal processor types (CPUs/GPUs), and uses message-passing with explicit cache management. Caldera prototype shows practical feasibility and competitive OLTP/OLAP throughput.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 295
- Venue
- CIDR
- Year
- 2017
- Pagerank
- 5.9338845e-05
- Overall Rank
- 4,770 | 66.82%
- DOI
-
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Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 19 of 19 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,792 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010537893 |
| 2,651 |
HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines |
2019 |
VLDB |
8.3694317e-05 |
| 3,327 |
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects |
2020 |
SIGMOD |
7.2205738e-05 |
| 3,386 |
Lethe: A Tunable Delete-Aware LSM Engine |
2020 |
SIGMOD |
7.1577103e-05 |
| 3,488 |
Optimal Column Layout for Hybrid Workloads |
2019 |
VLDB |
7.0479329e-05 |
| 4,284 |
HTAP Databases: What is New and What is Next |
2022 |
SIGMOD |
6.2914924e-05 |
| 4,363 |
Hardware-conscious Query Processing in GPU-accelerated Analytical Engines |
2019 |
CIDR |
6.2552614e-05 |
| 4,454 |
Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads |
2018 |
VLDB |
6.1715229e-05 |
| 5,005 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7641797e-05 |
| 5,125 |
The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product |
2021 |
VLDB |
5.679423e-05 |
| 6,247 |
Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory |
2021 |
VLDB |
5.1389201e-05 |
| 6,501 |
How Good is My HTAP System? |
2022 |
SIGMOD |
5.0374293e-05 |
| 7,209 |
GPU-accelerated data management under the test of time |
2020 |
CIDR |
4.7996023e-05 |
| 7,688 |
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads |
2022 |
VLDB |
4.6772837e-05 |
| 8,192 |
Scalable and Robust Snapshot Isolation for High-Performance Storage Engines |
2023 |
VLDB |
4.562388e-05 |
| 9,731 |
Workload Placement on Heterogeneous CPU-GPU Systems |
2024 |
VLDB |
4.2942813e-05 |
| 9,904 |
TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads |
2023 |
VLDB |
4.258022e-05 |
| 10,607 |
Hermes: Off-the-Shelf Real-Time Transactional Analytics |
2025 |
VLDB |
4.1945683e-05 |
| 11,776 |
The Next 700 Transaction Processing Engines |
2017 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 60 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.00064439773 |
| 80 |
Weaving Relations for Cache Performance |
2001 |
VLDB |
0.00055721729 |
| 123 |
A Decomposition Storage Model |
1985 |
SIGMOD |
0.00045255007 |
| 596 |
HYRISE—A Main Memory Hybrid Storage Engine |
2011 |
VLDB |
0.00019481482 |
| 704 |
Building Efficient Query Engines in a High-Level Language |
2014 |
VLDB |
0.00017900583 |
| 950 |
Data Processing on FPGAs |
2009 |
VLDB |
0.00015108484 |
| 1,263 |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation |
2016 |
SIGMOD |
0.00012982857 |
| 1,273 |
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices |
2013 |
VLDB |
0.00012912938 |
| 1,287 |
Hardware-Oblivious Parallelism for In-Memory Column-Stores |
2013 |
VLDB |
0.00012820443 |
| 1,700 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010858865 |
| 1,807 |
H2O: A Hands-free Adaptive Store |
2014 |
SIGMOD |
0.00010487796 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9294108e-05 |
| 2,445 |
OLTP on Hardware Islands |
2012 |
VLDB |
8.8057827e-05 |
| 3,305 |
Robust Query Processing in Co-Processor-accelerated Databases |
2016 |
SIGMOD |
7.2460965e-05 |
| 3,465 |
GPL: A GPU-based Pipelined Query Processing Engine |
2016 |
SIGMOD |
7.0695873e-05 |
| 3,548 |
Adaptive Query Processing on RAW Data |
2014 |
VLDB |
6.9859242e-05 |
| 3,933 |
RUMA has it: Rewired User-space Memory Access is Possible! |
2016 |
VLDB |
6.617914e-05 |
| 3,993 |
Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach |
2015 |
VLDB |
6.5534805e-05 |
| 4,326 |
Fast Queries Over Heterogeneous Data Through Engine Customization |
2016 |
VLDB |
6.288323e-05 |
| 6,407 |
Just-In-Time Data Virtualization: Lightweight Data Management with ViDa |
2015 |
CIDR |
5.076547e-05 |
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| Overall Rank |
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Venue |
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| 4,999 |
Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources |
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HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines |
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VLDB |
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