Name
Title | ||
|---|---|---|
Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets |
Abstract | ||
|---|---|---|
Lossy compression plays a growing role in scientific simulations where the cost of storing their output data can span terabytes. Using error bounded lossy compression reduces the amount of storage for each simulation; however, there is no known bound for the upper limit on lossy compressibility. Correlation structures in the data, choice of compressor and error bound are factors allowing larger co... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/DRBSD754563.2021.00011 | 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-7) |
Keywords | DocType | ISBN |
Measurement,Adaptation models,Correlation,Data analysis,Costs,Statistical analysis,Conferences | Conference | 978-1-7281-8672-6 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| David Krasowska | 1 | 0 | 0.34 |
| Julie Bessac | 2 | 0 | 0.34 |
| Robert Underwood | 3 | 4 | 1.42 |
| Jon C. Calhoun | 4 | 3 | 3.41 |
| Sheng Di | 5 | 737 | 55.88 |
| Franck Cappello | 6 | 3775 | 251.47 |