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Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing
Summary: Blitzcrank: semantic compressor for in-memory OLTP row-stores with fast models for dynamic discrete/continuous values enabling sub-μs tuple decompression. New "delayed coding" entropy scheme accelerates decoding; 85% memory reduction on TPC‑C with 19% throughput loss.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13479
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 4.1905499e-05
- Overall Rank
- 11,039 | 23.28%
- DOI
-
10.14778/3675034.3675044
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 132 |
Integrating Compression and Execution in Column-Oriented Database Systems |
2006 |
SIGMOD |
0.00043697853 |
| 1,098 |
Query Optimization In Compressed Database Systems |
2001 |
SIGMOD |
0.00014070252 |
| 1,300 |
Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes |
2016 |
SIGMOD |
0.00012711153 |
| 1,415 |
Data Compression in Oracle |
2003 |
VLDB |
0.00012102269 |
| 1,649 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00011006201 |
| 2,137 |
How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations |
2006 |
VLDB |
9.463768e-05 |
| 2,906 |
SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables |
2001 |
SIGMOD |
7.9324961e-05 |
| 3,419 |
LeCo: Lightweight Compression via Learning Serial Correlations |
2024 |
SIGMOD |
7.1127752e-05 |
| 3,642 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8876984e-05 |
| 3,682 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8429686e-05 |
| 3,741 |
DeepSqueeze: Deep Semantic Compression for Tabular Data |
2020 |
SIGMOD |
6.7952067e-05 |
| 4,523 |
ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA |
2022 |
SIGMOD |
6.1102901e-05 |
| 4,830 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
5.8884997e-05 |
| 5,433 |
Enabling Low Tail Latency on Multicore Key-Value Stores |
2020 |
VLDB |
5.5086304e-05 |
| 5,847 |
Order-Preserving Key Compression for In-Memory Search Trees |
2020 |
SIGMOD |
5.3040014e-05 |
| 5,879 |
Column Partition and Permutation for Run Length Encoding in Columnar Databases |
2020 |
SIGMOD |
5.2875479e-05 |
| 6,962 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
4.8771234e-05 |
| 8,341 |
Hierarchical Residual Encoding for Multiresolution Time Series Compression |
2023 |
SIGMOD |
4.5373173e-05 |
| 8,444 |
Adaptive Compression for Fast Scans on String Columns |
2021 |
SIGMOD |
4.5043421e-05 |
| 9,662 |
Efficient Query Re-optimization with Judicious Subquery Selections |
2023 |
SIGMOD |
4.3056334e-05 |
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