Yunho Jin
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| title | conference | date |
|---|---|---|
| ASAP: Fast Mobile Application Switch via Adaptive Prepaging | USENIX ATC '21 | 2021-07-14 |
ASAP implements adaptive prepaging inside Android with a switch footprint estimator (static profiles for file-backed pages, dynamic tables for anonymous pages)… | ||
| Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs | FAST '21 | 2021-02-23 |
Behemoth pairs a custom flash-centric memory system with matrix-accelerator nodes to hold an extreme-scale DNN on one node and enable data-parallel training… | ||
| FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks | FAST '21 | 2021-02-23 |
System moves intermediate activations from GPU HBM to NVMe SSDs and schedules transfers so they finish within the forward pass, using an offloading scheduler… | ||
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