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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
h73936419a3f2856c
Venue
VLDB
Year
2019
Pagerank
7.3093844e-05
Overall Rank
3,408 | 77.16%
DOI
10.14778/3352063.3352123
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{sherkat_vldb19,
        title = {{Native Store Extension for SAP HANA}},
        author = {Sherkat, Reza and Florendo, Colin and Andrei, Mihnea and Blanco, Rolando and Dragusanu, Adrian and Pathak, Amit and Khadilkar, Pushkar and Kulkarni, Neeraj and Lemke, Christian and Seifert, Sebastian and Iyer, Sarika and Gottapu, Sasikanth and Schulze, Robert and Gottipati, Chaitanya and Basak, Nirvik and Wang, Yanhong and Kandiyanallur, Vivek and Pendap, Santosh and Gala, Dheren and Almeida, Rajesh and Ghosh, Prasanta},
        journal = {PVLDB},
        series = {{VLDB} '19},
        volume = {12},
        number = {12},
        pages = {2047--2058},
        doi = {10.14778/3352063.3352123},
        url = {https://doi.org/10.14778/3352063.3352123},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
2,654 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 8.1466759e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
6,740 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6774409e-05
6,940 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.6229186e-05
7,343 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 5.5324561e-05
7,368 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 5.526328e-05
8,686 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2730338e-05
9,206 Experimental Evaluation of Optimizing Memory Consumption in SAP HANA Using PEOopt 2025 SIGMOD 5.1944456e-05
9,565 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.1460502e-05
9,570 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 5.1436016e-05
9,667 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.1278365e-05
9,719 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1229327e-05
9,966 In-Memory for the Masses: Enabling Cost-Efficient Deployments of In-Memory Data Management Platforms for Business Applications 2019 VLDB 5.0910746e-05
11,409 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 4.9605343e-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
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
74 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00037164008
189 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.00025846085
608 A Mechanism for Managing the Buffer Pool in a Relational Database System Using the Hot Set Model 1982 VLDB 0.000155613
894 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013179915
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011928965
1,183 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00011589152
1,191 Data Compression in Oracle 2003 VLDB 0.00011557261
1,350 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010934877
1,659 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9440956e-05
1,892 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.405261e-05
2,303 In-Memory Performance for Big Data 2015 VLDB 8.6602545e-05
2,636 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 8.176465e-05
2,851 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9214445e-05
3,302 Efficient Index Compression in DB2 LUW 2009 VLDB 7.4220659e-05
3,986 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 6.8646239e-05
4,211 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.7203849e-05
4,239 Spatial Partitioning Techniques in SpatialHadoop 2015 VLDB 6.7011937e-05
5,200 Hybrid Storage Management for Database Systems 2013 VLDB 6.2184559e-05
6,056 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.8840335e-05
7,019 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 5.6041386e-05
10,202 BTrim - Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 5.0492443e-05
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