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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
- 13478
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 4.1945683e-05
- Overall Rank
- 11,036 | 23.23%
- 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 |
| 131 |
Integrating Compression and Execution in Column-Oriented Database Systems |
2006 |
SIGMOD |
0.0004370331 |
| 1,100 |
Query Optimization In Compressed Database Systems |
2001 |
SIGMOD |
0.00014072277 |
| 1,312 |
Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes |
2016 |
SIGMOD |
0.00012652548 |
| 1,417 |
Data Compression in Oracle |
2003 |
VLDB |
0.00012104308 |
| 1,661 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00010978755 |
| 2,134 |
How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations |
2006 |
VLDB |
9.4741038e-05 |
| 2,908 |
SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables |
2001 |
SIGMOD |
7.9306333e-05 |
| 3,416 |
LeCo: Lightweight Compression via Learning Serial Correlations |
2024 |
SIGMOD |
7.1196234e-05 |
| 3,644 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8854928e-05 |
| 3,687 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8417266e-05 |
| 3,745 |
DeepSqueeze: Deep Semantic Compression for Tabular Data |
2020 |
SIGMOD |
6.7926132e-05 |
| 4,544 |
ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA |
2022 |
SIGMOD |
6.1000636e-05 |
| 4,646 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
6.0250374e-05 |
| 5,448 |
Enabling Low Tail Latency on Multicore Key-Value Stores |
2020 |
VLDB |
5.501371e-05 |
| 5,835 |
Order-Preserving Key Compression for In-Memory Search Trees |
2020 |
SIGMOD |
5.30905e-05 |
| 5,898 |
Column Partition and Permutation for Run Length Encoding in Columnar Databases |
2020 |
SIGMOD |
5.2839046e-05 |
| 6,984 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
4.873081e-05 |
| 8,373 |
Hierarchical Residual Encoding for Multiresolution Time Series Compression |
2023 |
SIGMOD |
4.5329467e-05 |
| 8,487 |
Adaptive Compression for Fast Scans on String Columns |
2021 |
SIGMOD |
4.4999394e-05 |
| 9,662 |
Efficient Query Re-optimization with Judicious Subquery Selections |
2023 |
SIGMOD |
4.3097631e-05 |
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