Name
Title | ||
|---|---|---|
Unbalanced Parallel I/O: An Often-Neglected Side Effect of Lossy Scientific Data Compression |
Abstract | ||
|---|---|---|
Lossy compression techniques have demonstrated promising results in significantly reducing the scientific data size while guaranteeing the compression error bounds. However, one important yet often neglected side effect of lossy scientific data compression is its impact on the performance of parallel I/O. Our key observation is that the compressed data size is often highly skewed across processes ... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/DRBSD754563.2021.00008 | 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-7) |
Keywords | DocType | ISBN |
Data analysis,Conferences,Data compression,Bandwidth,Writing,Compressors,Libraries | Conference | 978-1-7281-8672-6 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
12 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xinying Wang | 1 | 0 | 1.01 |
| Lipeng Wan | 2 | 5 | 3.79 |
| Jieyang Chen | 3 | 0 | 3.04 |
| Qian Gong | 4 | 0 | 1.01 |
| Ben Whitney | 5 | 19 | 4.38 |
| Jinzhen Wang | 6 | 1 | 2.38 |
| Ana Gainaru | 7 | 1 | 1.03 |
| Qing Liu | 8 | 389 | 25.62 |
| Norbert Podhorszki | 9 | 0 | 0.34 |
| Dongfang Zhao | 10 | 362 | 26.49 |
| feng yan | 11 | 40 | 7.98 |
| Scott Klasky | 12 | 0 | 0.34 |