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LCP: Enhancing Scientific Data Management with Lossy Compression for Particles
Summary: LCP is a lossy compressor for particle datasets to improve HPC data management. LCP-S is an error-bound aware block-wise spatial coder, broadly applicable to particle data; LCP is a hybrid compressor delivering superior quality and speed vs prior particle codecs.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 7045
- Venue
- SIGMOD
- Year
- 2025
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,381 | 27.79%
- DOI
-
10.1145/3709700
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Incoming Citations (Sorted by Pagerank)
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 210 |
Gorilla: A Fast, Scalable, In-Memory Time Series Database |
2015 |
VLDB |
0.0003404384 |
| 557 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00020197988 |
| 1,239 |
A Demonstration of SciDB: A Science-Oriented DBMS |
2009 |
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0.00013102195 |
| 2,017 |
The Researcher’s Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds |
2011 |
VLDB |
9.7810458e-05 |
| 2,140 |
Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees* |
2009 |
VLDB |
9.4626098e-05 |
| 2,267 |
ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra |
2018 |
VLDB |
9.1519895e-05 |
| 2,667 |
Cumulon: Optimizing Statistical Data Analysis in the Cloud |
2013 |
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8.3413995e-05 |
| 2,850 |
Trajectory Simplification: On Minimizing the Direction-based Error |
2015 |
VLDB |
8.0191031e-05 |
| 2,973 |
Parallel In-Situ Data Processing with Speculative Loading |
2014 |
SIGMOD |
7.7902322e-05 |
| 9,445 |
Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data |
2023 |
VLDB |
4.3404859e-05 |
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