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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
5116
Venue
SIGMOD
Year
2016
Pagerank
0.00012982857
Overall Rank
1,263 | 91.22%
DOI
10.1145/2882903.2882925

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 52 citing papers.

Rank Citing Paper Year Venue Pagerank
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
1,864 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last 2018 VLDB 0.00010280966
1,967 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 9.9131712e-05
2,473 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 8.7237281e-05
3,219 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.3550716e-05
3,416 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 7.1196234e-05
3,488 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0479329e-05
3,644 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8854928e-05
3,721 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 6.8179379e-05
3,787 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 6.7674374e-05
3,905 Native Store Extension for SAP HANA 2019 VLDB 6.6408563e-05
3,918 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6315176e-05
4,158 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 6.3994318e-05
4,390 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.2279149e-05
4,495 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1410277e-05
4,505 SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning 2017 CIDR 6.1327108e-05
4,507 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.131017e-05
4,518 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.117844e-05
4,602 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0567387e-05
4,704 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 5.9853687e-05
4,770 The Case For Heterogeneous HTAP 2017 CIDR 5.9338845e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,312 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.5734224e-05
5,315 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 5.5723424e-05
5,678 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 5.3746593e-05
6,367 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 5.0941072e-05
6,492 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 5.042727e-05
6,666 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 4.9691571e-05
6,972 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 4.8785237e-05
7,335 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 4.7603723e-05
7,876 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 4.6298182e-05
8,430 Tree-Encoded Bitmaps 2020 SIGMOD 4.5154973e-05
8,447 Cabin: a Compressed Adaptive Binned Scan Index 2024 SIGMOD 4.5102052e-05
8,479 Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA 2023 VLDB 4.5014929e-05
8,487 Adaptive Compression for Fast Scans on String Columns 2021 SIGMOD 4.4999394e-05
8,513 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4947795e-05
8,626 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4829152e-05
8,655 Adaptive Hybrid Indexes 2022 SIGMOD 4.4739554e-05
8,703 Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization 2022 CIDR 4.4647237e-05
8,786 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 4.4521262e-05
9,645 The FastLanes File Format 2025 VLDB 4.3109001e-05
9,671 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 4.306318e-05
9,919 MorphStore — In-Memory Query Processing based on Morphing Compressed Intermediates LIVE 2019 SIGMOD 4.2561557e-05
10,241 Robust Predicate Transfer with Dynamic Execution 2026 VLDB 4.1945683e-05
10,291 Morphing-based Compression for Data-centric ML Pipelines 2026 VLDB 4.1945683e-05
10,372 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 4.1945683e-05
10,404 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1945683e-05
10,756 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 4.1945683e-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
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052389723
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
248 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00030785339
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026768139
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
946 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.0001513324
958 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015045316
982 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014872253
1,270 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012926086
1,417 Data Compression in Oracle 2003 VLDB 0.00012104308
1,665 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010967716
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
2,076 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 9.6059442e-05
2,127 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4863172e-05
2,258 SQL Server Column Store Indexes 2011 SIGMOD 9.1678883e-05
2,322 Instant Loading for Main Memory Databases 2013 VLDB 9.034874e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
3,689 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 6.8396366e-05
3,882 Micro Adaptivity in Vectorwise 2013 SIGMOD 6.6690423e-05
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6439952e-05
5,532 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 5.4548897e-05
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