Shengwen Liang
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| title | conference | date |
|---|---|---|
| Graphitron: A Domain Specific Language for FPGA-Based Graph Processing Accelerator(…) | LCTES 2025 | 2025-06-16 |
Graphitron is a DSL that compiles graph code to HLS-based FPGA kernels (evaluated on a Xilinx U280), auto-infers processing paradigm and applies burst… | ||
| GLIST: Towards In-Storage Graph Learning | USENIX ATC '21 | 2021-07-14 |
GLIST moves GNN computation into SSDs using an in-storage FPGA accelerator plus an embedded CPU, flash arrays and DRAM, implements sampler / aggregate /… | ||
| Cognitive SSD: A Deep Learning Engine for In-Storage Data Retrieval | USENIX ATC '19 | 2019-07-10 |
Cognitive SSD places a flash‑side deep learning and graph‑search accelerator called DLG-x inside the SSD, exposes functions via NVMe command extension, and… | ||
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