The HANA Native Query Engine for Lakehouse Systems
Summary: Adapts SAP HANA Cloud into a SQL-on-Files engine for scalable analytics directly over remote Parquet/Iceberg/Delta lakehouse data. Its architecture, optimizer, and caching favor direct access over pushdown, yielding superior performance on complex warehouse workloads. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel Ritter (SAP)
- 2. Mihnea Andrei (SAP)
- 3. Sukhyeun Cho (SAP)
- 4. Maik Görgens (SAP)
- 5. Taehyung Lee (SAP)
- 6. Norman May (SAP)
- 7. Amit Pathak (SAP)
- 8. Paul R. Willems (SAP)
BibTeX Citation
@article{ritter_vldb25,
title = {{The HANA Native Query Engine for Lakehouse Systems}},
author = {Ritter, Daniel and Andrei, Mihnea and Cho, Sukhyeun and Görgens, Maik and Lee, Taehyung and May, Norman and Pathak, Amit and Willems, Paul R.},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {12},
pages = {4831--4845},
doi = {10.14778/3750601.3750608},
url = {https://doi.org/10.14778/3750601.3750608},
year = {2025}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,901 | Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files | 2026 | VLDB | 4.9793485e-05 |
| 10,915 | Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL | 2026 | VLDB | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 36 of 36 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,529 | Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs | 2025 | SIGMOD |
| 2 | 5,348 | Adaptive and Robust Query Execution for Lakehouses at Scale | 2024 | VLDB |
| 3 | 950 | Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics | 2021 | CIDR |
| 4 | 6,920 | Petabyte-Scale Row-Level Operations in Data Lakehouses | 2024 | VLDB |
| 5 | 3,406 | Native Store Extension for SAP HANA | 2019 | VLDB |
| 6 | 2,499 | Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads | 2015 | VLDB |
| 7 | 8,605 | A Storage Advisor for Hybrid-Store Databases | 2012 | VLDB |
| 8 | 3,954 | SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform | 2013 | VLDB |
| 9 | 575 | Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth | 2012 | SIGMOD |
| 10 | 9,536 | SAP HANA Cloud: Data Management for Modern Enterprise Applications | 2025 | SIGMOD |