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An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA
Summary: First empirical study integrating commercial CXL memory into SAP HANA Cloud, evaluating dynamic capacity expansion and shared cache-coherent pools. OLTP sees negligible slowdown; OLAP impact depends on data-structure access patterns; shared CXL trims restart time ~40%–84%.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13586
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 4.7371479e-05
- Overall Rank
- 7,408 | 48.47%
- DOI
-
10.14778/3685800.3685809
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 858 |
Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth |
2012 |
SIGMOD |
0.000158756 |
| 1,053 |
A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database |
2009 |
SIGMOD |
0.00014429683 |
| 1,101 |
Generic Database Cost Models for Hierarchical Memory Systems |
2002 |
VLDB |
0.00014070632 |
| 1,273 |
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices |
2013 |
VLDB |
0.00012912938 |
| 2,237 |
Procedural Extensions of SQL: Understanding their usage in the wild |
2021 |
VLDB |
9.2212748e-05 |
| 3,327 |
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects |
2020 |
SIGMOD |
7.2205738e-05 |
| 3,905 |
Native Store Extension for SAP HANA |
2019 |
VLDB |
6.6408563e-05 |
| 4,445 |
The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates |
2014 |
VLDB |
6.1808093e-05 |
| 4,578 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0708028e-05 |
| 5,490 |
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation |
2023 |
VLDB |
5.4778129e-05 |
| 5,621 |
CXL and the Return of Scale-Up Database Engines |
2024 |
VLDB |
5.4061827e-05 |
| 6,536 |
Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL |
2024 |
CIDR |
5.024107e-05 |
| 8,482 |
Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory |
2022 |
VLDB |
4.5010191e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 13,202 |
Micro-architectural Analysis of OLAP Systems on Persistent Memory |
2022 |
CIDR |
- |
| 10,415 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
2025 |
SIGMOD |
4.1945683e-05 |
| 4,281 |
Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads |
2021 |
SIGMOD |
6.2940039e-05 |
| 2,844 |
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads |
2015 |
VLDB |
8.0243849e-05 |
| 6,060 |
OLTPShare: The Case for Sharing in OLTP Workloads |
2018 |
VLDB |
5.2305257e-05 |
| 8,482 |
Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory |
2022 |
VLDB |
4.5010191e-05 |
| 8,950 |
Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases |
2025 |
SIGMOD |
4.4231907e-05 |
| 4,578 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0708028e-05 |
| 9,611 |
In-Memory for the Masses: Enabling Cost-Efficient Deployments of In-Memory Data Management Platforms for Business Applications |
2019 |
VLDB |
4.3177432e-05 |
| 8,513 |
CXL Memory Performance for In-Memory Data Processing |
2025 |
VLDB |
4.4947795e-05 |