Jae W. Lee
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| title | conference | date |
|---|---|---|
| DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization | OSDI '25 | 2025-07-07 |
DecDEC stores the weight residuals on CPU and dynamically fetches only salient channels (top-K by activation outliers) via zero-copy to correct low-bit errors… | ||
| Session: ISMM - Welcome from the chairs | ISMM 2024 | 2024-06-25 |
Conference logistics and program details include lunch at 12:20 and a welcome reception at 18:00; proceedings are already in the ACM Digital Library… | ||
| 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… | ||
| Asynchronous I/O Stack: A Low-latency Kernel I/O Stack for Ultra-Low Latency SSDs | USENIX ATC '19 | 2019-07-10 |
An asynchronous I/O stack replaces synchronous kernel I/O steps with overlapped operations and a small set of engineering changes: per-core DMA-premapped page… | ||
| 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… | ||
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