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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
- 5117
- Venue
- SIGMOD
- Year
- 2016
- Pagerank
- 0.00012990853
- Overall Rank
- 1,260 | 91.25%
- DOI
-
10.1145/2882903.2882925
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 2 of 52 citing papers.
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 |
0.00076209479 |
| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 80 |
Weaving Relations for Cache Performance |
2001 |
VLDB |
0.00055735291 |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052844656 |
| 132 |
Integrating Compression and Execution in Column-Oriented Database Systems |
2006 |
SIGMOD |
0.00043697853 |
| 241 |
DB2 with BLU Acceleration: So Much More than Just a Column Store |
2013 |
VLDB |
0.00031314629 |
| 249 |
Eager Aggregation and Lazy Aggregation |
1995 |
VLDB |
0.00030773137 |
| 307 |
SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units |
2009 |
VLDB |
0.00028226342 |
| 343 |
Implementing Database Operations Using SIMD Instructions |
2002 |
SIGMOD |
0.00026756534 |
| 367 |
Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing |
1998 |
VLDB |
0.00025518228 |
| 417 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023734582 |
| 944 |
Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture |
2008 |
VLDB |
0.0001512998 |
| 959 |
Rethinking SIMD Vectorization for In-Memory Databases |
2015 |
SIGMOD |
0.00015034808 |
| 980 |
Anti-Caching: A New Approach to Database Management System Architecture |
2013 |
VLDB |
0.00014868633 |
| 1,267 |
BitWeaving: Fast Scans for Main Memory Data Processing |
2013 |
SIGMOD |
0.00012917585 |
| 1,415 |
Data Compression in Oracle |
2003 |
VLDB |
0.00012102269 |
| 1,665 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010958779 |
| 1,726 |
Fast Updates on Read-Optimized Databases Using Multi-Core CPUs |
2012 |
VLDB |
0.00010734339 |
| 2,075 |
Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database |
2014 |
VLDB |
9.6115775e-05 |
| 2,123 |
SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures |
2014 |
VLDB |
9.4836925e-05 |
| 2,262 |
SQL Server Column Store Indexes |
2011 |
SIGMOD |
9.1629311e-05 |
| 2,326 |
Instant Loading for Main Memory Databases |
2013 |
VLDB |
9.0271498e-05 |
| 2,390 |
ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout |
2015 |
SIGMOD |
8.9006978e-05 |
| 3,686 |
Compacting Transactional Data in Hybrid OLTP&OLAP Databases |
2012 |
VLDB |
6.839208e-05 |
| 3,881 |
Micro Adaptivity in Vectorwise |
2013 |
SIGMOD |
6.6638918e-05 |
| 5,175 |
Data Management in Non-Volatile Memory |
2015 |
SIGMOD |
5.6391661e-05 |
| 5,541 |
A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew |
2015 |
SIGMOD |
5.4501856e-05 |
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