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Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation

Summary: Data Blocks: compressed columnar storage for cold data enabling high-performance hybrid OLTP/OLAP with minimal memory. Positional SMA narrows in-block scans; vectorized scans plus JIT pipelines yield fast OLTP and analytics on HyPer. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h90b8894153e08dd2
Venue
SIGMOD
Year
2016
Pagerank
0.00013160654
Overall Rank
906 | 93.92%
DOI
10.1145/2882903.2882925

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{lang_sigmod16,
        title = {{Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation}},
        author = {Lang, Harald and Mühlbauer, Tobias and Funke, Florian and Boncz, Peter and Neumann, Thomas and Kemper, Alfons},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882925},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882925},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 53 citing papers.

Rank Citing Paper Year Venue Pagerank
11,126 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.9793485e-05
11,765 Asymptotically Better Query Optimization Using Indexed Algebra 2023 VLDB 4.9793485e-05
11,921 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064031282
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00048001919
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043805923
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.000392237
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.0002749118
213 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00024759805
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024598661
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024485024
219 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024363532
287 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021970198
627 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015460957
722 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.00014488003
728 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014414001
873 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013338838
1,192 Data Compression in Oracle 2003 VLDB 0.00011590015
1,335 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001099401
1,442 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010639351
1,524 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 0.00010356318
1,723 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7931223e-05
1,766 SQL Server Column Store Indexes 2011 SIGMOD 9.6955121e-05
1,884 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4388097e-05
1,931 Instant Loading for Main Memory Databases 2013 VLDB 9.3474242e-05
3,100 Micro Adaptivity in Vectorwise 2013 SIGMOD 7.6505054e-05
3,308 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 7.4411187e-05
4,934 Data Management in Non-Volatile Memory 2015 SIGMOD 6.3472693e-05
5,213 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.2250048e-05
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