DBScholar

Back to papers

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
0.00013179915
Overall Rank
894 | 94.01%
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 50 of 54 citing papers.

Rank Citing Paper Year Venue Pagerank
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037688945
375 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019660459
606 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015609823
1,350 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010934877
1,488 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010487094
1,615 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 0.00010054378
2,239 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.7753778e-05
2,811 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 7.9587454e-05
2,827 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9486247e-05
2,891 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.887378e-05
2,910 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.8621757e-05
2,939 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.82098e-05
3,063 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.6806166e-05
3,104 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6281929e-05
3,152 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 7.5717115e-05
3,297 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 7.4280812e-05
3,331 SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning 2017 CIDR 7.4065701e-05
3,408 Native Store Extension for SAP HANA 2019 VLDB 7.3093844e-05
3,869 The Case For Heterogeneous HTAP 2017 CIDR 6.9434054e-05
3,927 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.9025015e-05
4,058 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8134824e-05
4,071 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.8073218e-05
4,169 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.7526687e-05
4,591 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5021605e-05
4,754 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.42156e-05
4,763 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.4172712e-05
4,773 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.4102054e-05
5,421 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 6.1231965e-05
5,489 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 6.0972774e-05
6,250 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 5.818039e-05
6,295 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.8042139e-05
6,425 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 5.7716425e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
7,180 Adaptive Hybrid Indexes 2022 SIGMOD 5.5767825e-05
7,771 The FastLanes File Format 2025 VLDB 5.4390723e-05
7,983 Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA 2023 VLDB 5.3962907e-05
8,407 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.3219903e-05
8,516 Tree-Encoded Bitmaps 2020 SIGMOD 5.3110731e-05
8,560 Cabin: a Compressed Adaptive Binned Scan Index 2024 SIGMOD 5.3014368e-05
8,633 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 5.2835943e-05
8,701 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 5.2714222e-05
8,775 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 5.2678044e-05
8,873 Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization 2022 CIDR 5.2459234e-05
10,025 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 5.0818547e-05
10,039 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 5.0786422e-05
10,308 MorphStore — In-Memory Query Processing based on Morphing Compressed Intermediates LIVE 2019 SIGMOD 5.0294306e-05
10,339 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.0210286e-05
10,400 HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution 2027 SIGMOD 4.9605343e-05
10,784 Robust Predicate Transfer with Dynamic Execution 2026 VLDB 4.9605343e-05
10,956 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9605343e-05
Previous Page 1 / 2 Next

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 0.00063972112
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047937476
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043770511
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039323387
161 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027629724
213 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00024695393
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024554257
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024446892
218 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024342426
289 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021955394
627 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015430074
722 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.00014470465
729 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014393711
871 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013313281
1,191 Data Compression in Oracle 2003 VLDB 0.00011557261
1,340 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010962559
1,446 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010606126
1,523 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 0.00010338554
1,720 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7828414e-05
1,773 SQL Server Column Store Indexes 2011 SIGMOD 9.6751471e-05
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4145058e-05
1,942 Instant Loading for Main Memory Databases 2013 VLDB 9.3133693e-05
3,111 Micro Adaptivity in Vectorwise 2013 SIGMOD 7.6224912e-05
3,308 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 7.4195851e-05
4,957 Data Management in Non-Volatile Memory 2015 SIGMOD 6.3256743e-05
5,236 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.2037372e-05
Previous Page 1 / 1 Next

Semantically Similar Papers