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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
12113
Venue
VLDB
Year
2019
Pagerank
7.4718829e-05
Overall Rank
3,367 | 76.91%
DOI
10.14778/3352063.3352123

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
2,834 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 8.073077e-05
5,155 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.3420293e-05
6,790 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.7724784e-05
7,184 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6785094e-05
7,235 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 5.6655351e-05
8,579 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.4087323e-05
9,007 Experimental Evaluation of Optimizing Memory Consumption in SAP HANA Using PEOopt 2025 SIGMOD 5.3338237e-05
9,116 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 5.3205884e-05
9,350 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.2841297e-05
9,455 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.2653318e-05
9,745 In-Memory for the Masses: Enabling Cost-Efficient Deployments of In-Memory Data Management Platforms for Business Applications 2019 VLDB 5.227679e-05
9,772 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 5.2209769e-05
10,962 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 5.093636e-05
10,997 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.093636e-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
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
86 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00035316107
184 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.00026256101
609 A Mechanism for Managing the Buffer Pool in a Relational Database System Using the Hot Set Model 1982 VLDB 0.00015792907
941 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013078348
1,126 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00012078607
1,175 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00011812263
1,222 Data Compression in Oracle 2003 VLDB 0.00011602327
1,379 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010970894
1,692 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9979924e-05
1,852 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.6134443e-05
2,267 In-Memory Performance for Big Data 2015 VLDB 8.8388928e-05
3,095 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.7641876e-05
3,244 Efficient Index Compression in DB2 LUW 2009 VLDB 7.6033499e-05
3,434 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 7.4172842e-05
3,902 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 7.0313122e-05
4,133 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB 6.8820232e-05
4,148 Spatial Partitioning Techniques in SpatialHadoop 2015 VLDB 6.872045e-05
5,080 Hybrid Storage Management for Database Systems 2013 VLDB 6.3711674e-05
5,921 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 6.0417538e-05
6,907 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 5.7417459e-05
9,990 BTrim - Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 5.1823627e-05
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# Overall Rank Paper Year Venue
1 8,947 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD
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3 7,235 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB
4 3,873 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB
5 5,917 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB
6 10,997 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB
7 4,133 SAP HANA Adoption of Non-Volatile Memory 2017 VLDB
8 575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD
9 5,921 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD
10 8,452 A Storage Advisor for Hybrid-Store Databases 2012 VLDB