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Native Store Extension for SAP HANA

Summary: NSE extends SAP HANA with a hybrid in-memory/paged column store that scales beyond RAM, built from three primitives to synthesize memory-resident structures, encodings, and exotic data types. A new buffer cache with pipelined prefetch, unified persistence, dynamic load-unit switching, and multi-level partitioning, plus an advisor, enable adaptive performance and reduced TCO, as demonstrated by experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11925
Venue
VLDB
Year
2019
Pagerank
6.6408563e-05
Overall Rank
3,905 | 72.84%
DOI
10.14778/3352063.3352123

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
3,430 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 7.1009617e-05
5,865 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 5.296893e-05
7,231 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 4.7943888e-05
7,408 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 4.7371479e-05
7,431 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 4.7316464e-05
8,482 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 4.5010191e-05
8,845 Experimental Evaluation of Optimizing Memory Consumption in SAP HANA Using PEOopt 2025 SIGMOD 4.4374415e-05
9,126 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 4.3916756e-05
9,186 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 4.3791424e-05
9,380 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 4.3461329e-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
10,415 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 4.1945683e-05
10,719 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 4.1945683e-05
10,767 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 4.1945683e-05
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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
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
183 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00036721403
258 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0003022091
295 A Mechanism For Managing The Buffer Pool In A Relational Database System Using The Hot Set Model 1982 VLDB 0.00028659737
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,417 Data Compression in Oracle 2003 VLDB 0.00012104308
1,435 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00012004456
1,471 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011830111
1,864 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010280966
2,312 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.0530853e-05
2,413 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 8.8672223e-05
2,856 Efficient Index Compression in DB2 LUW 2009 VLDB 8.0056412e-05
2,964 In-Memory Performance for Big Data 2015 VLDB 7.80643e-05
3,365 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1728897e-05
4,103 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 6.4519655e-05
4,217 Spatial Partitioning Techniques in SpatialHadoop 2015 VLDB 6.3514771e-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
5,331 Hybrid Storage Management for Database Systems 2013 VLDB 5.5665225e-05
5,881 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2895336e-05
7,053 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 4.8497195e-05
9,841 BTrim – Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 4.2732806e-05
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Overall Rank Paper Year Venue Pagerank
8,785 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 4.4522556e-05
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7,408 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 4.7371479e-05
3,182 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 7.4258376e-05
7,688 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 4.6772837e-05
10,767 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 4.1945683e-05
4,578 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.0708028e-05
858 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.000158756
5,881 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2895336e-05
8,389 A Storage Advisor for Hybrid-Store Databases 2012 VLDB 4.5296588e-05