The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates

Summary: Columnar in-memory DBs can support transactional workloads, allowing analytics directly on a redundancy-free schema. Eliminating transaction-maintained aggregates reduces write complexity, simplifies data models, and shifts workloads to read-heavy analytics on live data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10865
Venue: VLDB
Year: 2014
Pagerank: 6.1808093e-05
Overall Rank: 4,445 | 69.08%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Hasso Plattner

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
419	Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems	2015	SIGMOD	0.00023720338
3,905	Native Store Extension for SAP HANA	2019	VLDB	6.6408563e-05
5,881	Page As You Go: Piecewise Columnar Access In SAP HANA	2016	SIGMOD	5.2895336e-05
7,408	An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA	2024	VLDB	4.7371479e-05
8,578	Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems	2022	VLDB	4.4923477e-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
9,665	Fingerprints for Compressed Columnar Data Search	2019	SIGMOD	4.3082524e-05
10,415	SAP HANA Cloud: Data Management for Modern Enterprise Applications	2025	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 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	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
123	A Decomposition Storage Model	1985	SIGMOD	0.00045255007
289	High-Performance Concurrency Control Mechanisms for Main-Memory Databases	2012	VLDB	0.00028938503
305	SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units	2009	VLDB	0.00028248614
497	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00021716559
596	HYRISE—A Main Memory Hybrid Storage Engine	2011	VLDB	0.00019481482
858	Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth	2012	SIGMOD	0.000158756
1,053	A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database	2009	SIGMOD	0.00014429683
1,111	Sybase IQ Multiplex – Designed For Analytics	2004	VLDB	0.00013936696
1,731	Fast Updates on Read-Optimized Databases Using Multi-Core CPUs	2012	VLDB	0.0001073454
2,444	Brighthouse: An Analytic Data Warehouse for Ad-hoc Queries	2008	VLDB	8.8076551e-05
8,122	Comprehensive and Interactive Temporal Query Processing with SAP HANA	2013	VLDB	4.5805587e-05

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1,731	Fast Updates on Read-Optimized Databases Using Multi-Core CPUs	2012	VLDB	0.0001073454
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710	Performance Tradeoffs in Read-Optimized Databases	2006	VLDB	0.00017765454
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497	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00021716559
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