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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
4595
Venue
SIGMOD
Year
2012
Pagerank
0.00015840492
Overall Rank
857 | 94.05%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 54 citing papers.

Rank Citing Paper Year Venue Pagerank
419 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023720294
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00014515226
1,300 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012711153
1,431 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00012021808
1,488 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011690191
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
1,957 Compaction management in distributed key-value datastores 2015 VLDB 9.961151e-05
2,619 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 8.4427442e-05
3,187 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 7.4194933e-05
4,087 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 6.4571437e-05
4,382 HTAP Databases: What is New and What is Next 2022 SIGMOD 6.2318984e-05
4,445 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 6.1754623e-05
4,816 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 5.897817e-05
5,121 Fast Database Restarts at Facebook 2014 SIGMOD 5.675304e-05
5,129 The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 5.6724875e-05
5,362 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5474601e-05
5,612 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4104818e-05
5,853 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 5.2982336e-05
5,887 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2844554e-05
6,154 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 5.1795738e-05
6,399 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 5.0740852e-05
6,518 How Good is My HTAP System? 2022 SIGMOD 5.0250374e-05
6,521 Transaction Repair for Multi-Version Concurrency Control 2017 SIGMOD 5.0235836e-05
6,584 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 4.9975981e-05
6,668 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 4.9647176e-05
7,140 Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems 2021 CIDR 4.8153926e-05
7,155 Evaluating Multi-GPU Sorting with Modern Interconnects 2022 SIGMOD 4.810361e-05
7,278 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 4.7720613e-05
7,407 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 4.7326045e-05
7,424 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 4.7293034e-05
7,689 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 4.6727982e-05
7,741 Modern Main-Memory Database Systems 2016 VLDB 4.6587815e-05
7,864 Operational Analytics Data Management Systems 2016 VLDB 4.6284093e-05
7,866 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 4.6282779e-05
7,889 SAP HANA goes private 6 From Privacy Research to Privacy Aware Enterprise Analytics 2019 VLDB 4.6211944e-05
7,994 Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024 VLDB 4.607322e-05
8,444 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 4.5043421e-05
8,987 Data Stream Warehousing 2013 SIGMOD 4.4127555e-05
9,112 Data Stream Warehousing in Tidalrace 2015 CIDR 4.3893358e-05
9,236 AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes 2025 SIGMOD 4.3648789e-05
9,620 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 4.3128484e-05
9,840 BTrim – Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 4.2692221e-05
9,916 Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes 2023 VLDB 4.2520778e-05
10,063 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.1905499e-05
10,230 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.1905499e-05
10,400 Rapid Data Ingestion through DB-OS Co-design 2025 SIGMOD 4.1905499e-05
10,615 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 4.1905499e-05
10,676 Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems 2025 VLDB 4.1905499e-05
10,778 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 4.1905499e-05
10,789 ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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