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How Good is My HTAP System?
Summary: Introduces throughput frontier to visualize joint HTAP OLTP/OLAP throughput and interference, plus a freshness metric for real-time analytics. Presents HATtrick, a practical benchmark combining these metrics, and evaluates three HTAP systems across configurations.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6461
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 5.0250374e-05
- Overall Rank
- 6,518 | 54.71%
- DOI
-
10.1145/3514221.3526148
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 6,399 |
HyBench: A New Benchmark for HTAP Databases |
2024 |
VLDB |
5.0740852e-05 |
| 7,491 |
Krypton: Real-time Serving and Analytical SQL Engine at ByteDance |
2023 |
VLDB |
4.7135369e-05 |
| 7,866 |
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP |
2024 |
VLDB |
4.6282779e-05 |
| 7,994 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
4.607322e-05 |
| 9,751 |
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation |
2023 |
SIGMOD |
4.2856385e-05 |
| 9,929 |
Rethink Query Optimization in HTAP Databases |
2023 |
SIGMOD |
4.2470891e-05 |
| 10,063 |
Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,305 |
Vodka: Rethink Benchmarking Philosophy in HTAP Systems |
2026 |
VLDB |
4.1905499e-05 |
| 10,615 |
Hermes: Off-the-Shelf Real-Time Transactional Analytics |
2025 |
VLDB |
4.1905499e-05 |
| 10,676 |
Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,778 |
veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System |
2025 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 26 |
The Design Of The Postgres Storage System |
1987 |
VLDB |
0.00082350905 |
| 44 |
The Design Of Postgres |
1986 |
SIGMOD |
0.00071946446 |
| 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 |
| 419 |
Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems |
2015 |
SIGMOD |
0.00023720294 |
| 466 |
A Case for Fractured Mirrors |
2002 |
VLDB |
0.00022455567 |
| 486 |
TiDB: A Raft-based HTAP Database |
2020 |
VLDB |
0.00022039625 |
| 857 |
Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth |
2012 |
SIGMOD |
0.00015840492 |
| 1,431 |
An Empirical Evaluation of In-Memory Multi-Version Concurrency Control |
2017 |
VLDB |
0.00012021808 |
| 1,503 |
BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications |
2017 |
SIGMOD |
0.0001161148 |
| 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 |
| 2,498 |
Leveraging Lock Contention to Improve OLTP Application Performance |
2016 |
VLDB |
8.6408169e-05 |
| 2,693 |
Greenplum: A Hybrid Database for Transactional and Analytical Workloads |
2021 |
SIGMOD |
8.2845883e-05 |
| 2,850 |
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads |
2015 |
VLDB |
8.0194228e-05 |
| 2,926 |
Design Principles for Scaling Multi-core OLTP Under High Contention |
2016 |
SIGMOD |
7.8868401e-05 |
| 3,335 |
SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics |
2017 |
CIDR |
7.2023806e-05 |
| 3,443 |
Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning |
2020 |
SIGMOD |
7.0871666e-05 |
| 3,764 |
F1 Lightning: HTAP as a Service |
2020 |
VLDB |
6.7762323e-05 |
| 4,240 |
Db2 Event Store: A Purpose-Built IoT Database Engine |
2020 |
VLDB |
6.3258697e-05 |
| 4,364 |
Evolving Databases for New-Gen Big Data Applications |
2017 |
CIDR |
6.2454708e-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 |
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| Overall Rank |
Paper |
Year |
Venue |
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| 12,127 |
Interactive Performance Monitoring of a Composite OLTP and OLAP Workload |
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SIGMOD |
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| 4,774 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
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| 7,689 |
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads |
2022 |
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| 5,853 |
ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency |
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VLDB |
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| 1,786 |
Hybrid Transactional/Analytical Processing: A Survey |
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| 9,929 |
Rethink Query Optimization in HTAP Databases |
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SIGMOD |
4.2470891e-05 |
| 11,427 |
Workload Interference Analysis for HTAP* |
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CIDR |
4.1905499e-05 |
| 6,399 |
HyBench: A New Benchmark for HTAP Databases |
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VLDB |
5.0740852e-05 |
| 4,382 |
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SIGMOD |
6.2318984e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |