Shine Kim
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| title | conference | date |
|---|---|---|
| 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… | ||
| Practical Erase Suspension for Modern Low-latency SSDs | USENIX ATC '19 | 2019-07-10 |
Shows three practical erase-suspend methods that pause iterative NAND erase only at safe pulse boundaries to avoid added peripheral cost and cell wear; prior… | ||
| nothing matches | ||