DBScholar

Back to papers

Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth

Summary: Unified in-memory architecture enabling OLTP/OLAP on a single data representation, SAP HANA challenges the column-store-only myth for transactions. It employs record life-cycle management to move entries between write- and read-optimized formats, optimizing both workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h075ba1e352caba07
Venue
SIGMOD
Year
2012
Pagerank
0.00016142754
Overall Rank
574 | 96.16%
DOI
10.1145/2213836.2213946

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{sikka_sigmod12,
        title = {{Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth}},
        author = {Sikka, Vishal and Färber, Franz and Lehner, Wolfgang and Cha, Sang Kyun and Peh, Thomas and Bornhövd, Christof},
        series = {{SIGMOD} '12},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2213836.2213946},
        url = {https://dl.acm.org/doi/10.1145/2213836.2213946},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 56 citing papers.

Rank Citing Paper Year Venue Pagerank
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023872855
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015329098
863 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013368866
964 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012798312
1,188 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011580449
1,379 Scuba: Diving into Data at Facebook 2013 VLDB 0.00010836332
1,572 Compaction management in distributed key-value datastores 2015 VLDB 0.00010174039
1,981 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 9.2505963e-05
2,636 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 8.176465e-05
3,783 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.0016354e-05
3,963 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 6.8786102e-05
3,986 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 6.8646239e-05
4,063 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.812902e-05
4,182 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.7432523e-05
4,759 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.420498e-05
5,154 Fast Database Restarts at Facebook 2014 SIGMOD 6.2372301e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
5,533 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.0777541e-05
5,605 How Good is My HTAP System? 2022 SIGMOD 6.0511725e-05
5,839 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.957817e-05
6,031 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.8909681e-05
6,056 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.8840335e-05
6,155 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 5.8540214e-05
6,216 Transaction Repair for Multi-Version Concurrency Control 2017 SIGMOD 5.8297052e-05
6,295 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.8042139e-05
6,414 Evaluating Multi-GPU Sorting with Modern Interconnects 2022 SIGMOD 5.7763032e-05
6,424 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.7716515e-05
6,626 Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems 2021 CIDR 5.7130318e-05
6,740 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6774409e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
7,343 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 5.5324561e-05
7,363 Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024 VLDB 5.5279826e-05
7,849 Modern Main-Memory Database Systems 2016 VLDB 5.4233898e-05
8,250 Operational Analytics Data Management Systems 2016 VLDB 5.3539237e-05
8,394 SAP HANA goes private – From Privacy Research to Privacy Aware Enterprise Analytics 2019 VLDB 5.3241824e-05
8,559 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 5.3015086e-05
8,633 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.2835943e-05
8,900 Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems 2025 VLDB 5.2400828e-05
9,050 AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes 2025 SIGMOD 5.2152045e-05
9,143 Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes 2023 VLDB 5.2074327e-05
9,327 Data Stream Warehousing 2013 SIGMOD 5.1808736e-05
9,388 ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems 2025 VLDB 5.168439e-05
9,468 Data Stream Warehousing in Tidalrace 2015 CIDR 5.1588779e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
10,109 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0672857e-05
10,202 BTrim - Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 5.0492443e-05
10,400 HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution 2027 SIGMOD 4.9605343e-05
10,631 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9605343e-05
10,774 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.9605343e-05
Previous Page 1 / 2 Next

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 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