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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
- 5.9279395e-05
- Overall Rank
- 4,774 | 66.83%
- 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 |
| 1,786 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010543881 |
| 2,659 |
HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines |
2019 |
VLDB |
8.3615158e-05 |
| 3,328 |
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects |
2020 |
SIGMOD |
7.2136181e-05 |
| 3,363 |
Lethe: A Tunable Delete-Aware LSM Engine |
2020 |
SIGMOD |
7.1680649e-05 |
| 3,482 |
Optimal Column Layout for Hybrid Workloads |
2019 |
VLDB |
7.0514808e-05 |
| 4,359 |
Hardware-conscious Query Processing in GPU-accelerated Analytical Engines |
2019 |
CIDR |
6.2493951e-05 |
| 4,382 |
HTAP Databases: What is New and What is Next |
2022 |
SIGMOD |
6.2318984e-05 |
| 4,452 |
Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads |
2018 |
VLDB |
6.1693569e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |
| 5,129 |
The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product |
2021 |
VLDB |
5.6724875e-05 |
| 6,242 |
Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory |
2021 |
VLDB |
5.1351431e-05 |
| 6,518 |
How Good is My HTAP System? |
2022 |
SIGMOD |
5.0250374e-05 |
| 7,209 |
GPU-accelerated data management under the test of time |
2020 |
CIDR |
4.7949787e-05 |
| 7,689 |
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads |
2022 |
VLDB |
4.6727982e-05 |
| 8,165 |
Scalable and Robust Snapshot Isolation for High-Performance Storage Engines |
2023 |
VLDB |
4.5680112e-05 |
| 9,730 |
Workload Placement on Heterogeneous CPU-GPU Systems |
2024 |
VLDB |
4.2901665e-05 |
| 9,903 |
TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads |
2023 |
VLDB |
4.2539423e-05 |
| 10,615 |
Hermes: Off-the-Shelf Real-Time Transactional Analytics |
2025 |
VLDB |
4.1905499e-05 |
| 11,784 |
The Next 700 Transaction Processing Engines |
2017 |
SIGMOD |
4.1905499e-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 |
| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 80 |
Weaving Relations for Cache Performance |
2001 |
VLDB |
0.00055735291 |
| 123 |
A Decomposition Storage Model |
1985 |
SIGMOD |
0.00045235743 |
| 594 |
HYRISE—A Main Memory Hybrid Storage Engine |
2011 |
VLDB |
0.00019515008 |
| 701 |
Building Efficient Query Engines in a High-Level Language |
2014 |
VLDB |
0.00017893039 |
| 948 |
Data Processing on FPGAs |
2009 |
VLDB |
0.0001510759 |
| 1,260 |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation |
2016 |
SIGMOD |
0.00012990853 |
| 1,271 |
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices |
2013 |
VLDB |
0.00012900735 |
| 1,285 |
Hardware-Oblivious Parallelism for In-Memory Column-Stores |
2013 |
VLDB |
0.00012809552 |
| 1,697 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010859294 |
| 1,801 |
H2O: A Hands-free Adaptive Store |
2014 |
SIGMOD |
0.00010485628 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9198524e-05 |
| 2,437 |
OLTP on Hardware Islands |
2012 |
VLDB |
8.8206221e-05 |
| 3,307 |
Robust Query Processing in Co-Processor-accelerated Databases |
2016 |
SIGMOD |
7.2391191e-05 |
| 3,471 |
GPL: A GPU-based Pipelined Query Processing Engine |
2016 |
SIGMOD |
7.0628019e-05 |
| 3,548 |
Adaptive Query Processing on RAW Data |
2014 |
VLDB |
6.9798836e-05 |
| 3,919 |
RUMA has it: Rewired User-space Memory Access is Possible! |
2016 |
VLDB |
6.6260396e-05 |
| 3,994 |
Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach |
2015 |
VLDB |
6.5476357e-05 |
| 4,319 |
Fast Queries Over Heterogeneous Data Through Engine Customization |
2016 |
VLDB |
6.2823814e-05 |
| 6,403 |
Just-In-Time Data Virtualization: Lightweight Data Management with ViDa |
2015 |
CIDR |
5.0717043e-05 |
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| Overall Rank |
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Year |
Venue |
Pagerank |
| 4,996 |
Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources |
2017 |
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| 2,659 |
HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines |
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Robust Query Processing in Co-Processor-accelerated Databases |
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2022 |
VLDB |
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