CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases

Summary: CompressDB enables direct processing on compressed data via CFG, supporting queries and updates without decompression. Filesystem pushdown enables direct use across SQLite, LevelDB, MongoDB, ClickHouse, with ~40% throughput gains and ~1.8x compression. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6445
Venue: SIGMOD
Year: 2022
Pagerank: 4.7274757e-05
Overall Rank: 7,431 | 48.36%
DOI: 10.1145/3514221.3526130

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,571	A Deep Dive into Common Open Formats for Analytical DBMSs	2023	VLDB	5.4279553e-05
9,410	Revisiting B-tree Compression: An Experimental Study	2024	SIGMOD	4.3399748e-05
9,646	The FastLanes File Format	2025	VLDB	4.3067693e-05
10,161	Enabling Efficient Direct Update on Rule-Based Compressed Graph	2026	SIGMOD	4.1905499e-05
10,748	Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression	2025	VLDB	4.1905499e-05
11,010	Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives	2024	VLDB	4.1905499e-05
11,226	Homomorphic Compression: Making Text Processing on Compression Unlimited	2023	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031314629
518	An Overview of The System Software of A Parallel Relational Database Machine GRACE	1986	VLDB	0.00021161322
1,342	Query Processing on Smart SSDs: Opportunities and Challenges	2013	SIGMOD	0.00012482124
1,882	Ibex - An Intelligent Storage Engine with Support for Advanced SQL Off-loading	2014	VLDB	0.00010210181
2,863	Efficient Index Compression in DB2 LUW	2009	VLDB	7.9982677e-05
3,501	A New Compression Method with Fast Searching on Large Databases	1987	VLDB	7.033534e-05
4,533	Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights	2018	VLDB	6.1015426e-05
4,672	FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS	2021	VLDB	6.001444e-05
4,958	Aggregation Algorithms for Very Large Compressed Data Warehouses	1999	VLDB	5.8004036e-05
6,116	Database Processing-in-Memory: An Experimental Study	2020	VLDB	5.1995375e-05
6,748	JAFAR: Near-Data Processing for Databases	2015	SIGMOD	4.9366121e-05
9,125	ExtraV: Boosting Graph Processing Near Storage with a Coherent Accelerator	2017	VLDB	4.3871509e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,410	Revisiting B-tree Compression: An Experimental Study	2024	SIGMOD	4.3399748e-05
3,501	A New Compression Method with Fast Searching on Large Databases	1987	VLDB	7.033534e-05
4,533	Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights	2018	VLDB	6.1015426e-05
10,175	Improving LZ4 for Effective Compression and Efficient Query	2026	SIGMOD	4.1905499e-05
9,595	High-Ratio Compression for Machine-Generated Data	2023	SIGMOD	4.3153078e-05
2,890	Database Compression on Graphics Processors	2010	VLDB	7.9586083e-05
10,682	Improving Time Series Data Compression in Apache IoTDB	2025	VLDB	4.1905499e-05
6,160	Compression Aware Physical Database Design	2011	VLDB	5.1750659e-05
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