Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights
Summary: Compression-based direct processing for document analytics on compressed data via Sequitur's hierarchical grammars. Guidelines and modules to enable practice; experiments show 90.8% storage savings, 77.5% memory savings, and 1.6x (sequential) to 2.2x (distributed) speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Feng Zhang (Renmin University of China)
- 2. Jidong Zhai (Tsinghua University)
- 3. Xipeng Shen (North Carolina State University)
- 4. Onur Mutlu (ETH Zurich)
- 5. Wenguang Chen (Tsinghua University)
BibTeX Citation
@article{zhang_vldb18,
title = {{Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights}},
author = {Zhang, Feng and Zhai, Jidong and Shen, Xipeng and Mutlu, Onur and Chen, Wenguang},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {11},
pages = {1522--1535},
doi = {10.14778/3236187.3236203},
url = {https://doi.org/10.14778/3236187.3236203},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 14 of 14 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0012092602 |
| 166 | On Supporting Containment Queries in Relational Database Management Systems | 2001 | SIGMOD | 0.00027254612 |
| 420 | Processing Analytical Queries over Encrypted Data | 2013 | VLDB | 0.00018540576 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,113 | Relative Lempel-Ziv Factorization for Efficient Storage and Retrieval of Web Collections | 2012 | VLDB |
| 2 | 9,074 | Enumeration for MSO-Queries on Compressed Trees | 2024 | PODS |
| 3 | 900 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD |
| 4 | 8,959 | Dynamic Data Structures for Document Collections and Graphs | 2015 | PODS |
| 5 | 621 | Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences | 1997 | SIGMOD |
| 6 | 5,489 | Compressed Representations of Conjunctive Query Results | 2018 | PODS |
| 7 | 4,789 | Spanner Evaluation over SLP-Compressed Documents | 2021 | PODS |
| 8 | 4,014 | A New Compression Method with Fast Searching on Large Databases | 1987 | VLDB |
| 9 | 1,624 | An Efficient Indexing Technique for Full-Text Database Systems | 1992 | VLDB |
| 10 | 6,737 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD |