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HTAP Databases: What is New and What is Next
Summary: Comprehensive HTAP survey: taxonomy of systems by storage architectures and mixed OLTP/OLAP designs; analyzes transaction processing, analytics, data synchronization, and resource scheduling. Includes HTAP benchmarks and outlines open challenges.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6406
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 6.2318984e-05
- Overall Rank
- 4,382 | 69.55%
- DOI
-
10.1145/3514221.3522565
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 16 of 16 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 6,399 |
HyBench: A New Benchmark for HTAP Databases |
2024 |
VLDB |
5.0740852e-05 |
| 7,684 |
TDSQL: Tencent Distributed Database System |
2024 |
VLDB |
4.6754482e-05 |
| 7,866 |
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP |
2024 |
VLDB |
4.6282779e-05 |
| 8,150 |
Cloud Databases: New Techniques, Challenges, and Opportunities |
2022 |
VLDB |
4.5714701e-05 |
| 8,952 |
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting |
2024 |
SIGMOD |
4.4195459e-05 |
| 9,215 |
PACE: Poisoning Attacks on Learned Cardinality Estimation |
2024 |
SIGMOD |
4.3679174e-05 |
| 9,237 |
Low-Latency Transaction Scheduling via Userspace Interrupts: Why Wait or Yield When You Can Preempt? |
2025 |
SIGMOD |
4.3648789e-05 |
| 9,243 |
The Hopsworks Feature Store for Machine Learning |
2024 |
SIGMOD |
4.3648789e-05 |
| 9,929 |
Rethink Query Optimization in HTAP Databases |
2023 |
SIGMOD |
4.2470891e-05 |
| 10,030 |
Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,105 |
RABIT: Efficient Range Queries with Bitmap Indexing |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,230 |
Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems |
2026 |
VLDB |
4.1905499e-05 |
| 10,305 |
Vodka: Rethink Benchmarking Philosophy in HTAP Systems |
2026 |
VLDB |
4.1905499e-05 |
| 10,567 |
BACH: Bridging Adjacency List and CSR Format using LSM-Trees for HGTAP Workloads |
2025 |
VLDB |
4.1905499e-05 |
| 10,660 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
4.1905499e-05 |
| 10,807 |
Analytics Are Heavy. The DBMS Is Busy. When Will My Mission-Critical Transaction Start Running? |
2025 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 71 |
How Good Are Query Optimizers, Really? |
2016 |
VLDB |
0.00059446482 |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052844656 |
| 241 |
DB2 with BLU Acceleration: So Much More than Just a Column Store |
2013 |
VLDB |
0.00031314629 |
| 329 |
Neo: A Learned Query Optimizer |
2019 |
VLDB |
0.00027301488 |
| 419 |
Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems |
2015 |
SIGMOD |
0.00023720294 |
| 486 |
TiDB: A Raft-based HTAP Database |
2020 |
VLDB |
0.00022039625 |
| 510 |
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning |
2019 |
SIGMOD |
0.00021420477 |
| 634 |
Bao: Making Learned Query Optimization Practical |
2021 |
SIGMOD |
0.00018844568 |
| 779 |
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning |
2019 |
VLDB |
0.00016719473 |
| 857 |
Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth |
2012 |
SIGMOD |
0.00015840492 |
| 1,697 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010859294 |
| 1,786 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010543881 |
| 2,419 |
Real-Time Analytical Processing with SQL Server |
2015 |
VLDB |
8.8485055e-05 |
| 2,850 |
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads |
2015 |
VLDB |
8.0194228e-05 |
| 3,459 |
Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP/OLAP Workloads |
2017 |
VLDB |
7.0729792e-05 |
| 3,466 |
AI Meets Database: AI4DB and DB4AI |
2021 |
SIGMOD |
7.0645718e-05 |
| 3,482 |
Optimal Column Layout for Hybrid Workloads |
2019 |
VLDB |
7.0514808e-05 |
| 4,151 |
openGauss: An Autonomous Database System |
2021 |
VLDB |
6.4020605e-05 |
| 4,774 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9279395e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |
| 5,114 |
Columnstore and B+ tree – Are Hybrid Physical Designs Important? |
2018 |
SIGMOD |
5.6813929e-05 |
| 5,129 |
The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product |
2021 |
VLDB |
5.6724875e-05 |
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